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Werkoverleg met GvN

Taken:

  1. Forced Alignment...

    • ✔ mfcc: welke features (klanken, componenten van klanken) dragen het meest bij aan classificatie?
      • AdaBoostClassifier heeft attribuut feature_importances_

  2. PaQu

    • ✔ Enkele aanpassingen in regels voor Comparatief-complementen in SPOD


MFCC Feature importance, AdaBoost:

links: ontbrekende klanken → reeks nullen
rechts: ontbrekende klanken → reeks NaNs

Zin 1

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

s    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |
p    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |
r    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0.06  0     0     0     0     0     0     0     | 0.06 |
ei   0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

j    0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

b    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0.02  0.02  0     0     0.02  0     0.02  0     0     0     | 0.08 |     0     0     0     0     0.04  0.02  0     0.02  0     0     0     0     0     | 0.08 |
a    0     0     0     0.02  0     0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
ch   0     0     0     0     0     0.02  0.02  0     0     0     0     0     0     | 0.04 |     0     0     0.02  0.02  0     0.02  0.02  0     0     0     0     0     0     | 0.08 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |

h    0     0     0     0     0     0.02  0     0     0     0     0     0     0.02  | 0.04 |     0     0     0.02  0     0.02  0     0     0     0     0     0     0     0     | 0.04 |
ee   0     0     0     0     0     0     0     0     0.04  0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
f    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

S    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
u    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
z    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0.02  0     0     0     0     0     0     | 0.04 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
l    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
t    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |

g    0.02  0     0     0.02  0.04  0     0     0     0     0     0     0     0     | 0.08 |     0     0.02  0     0.02  0.04  0     0     0     0.02  0     0     0     0     | 0.1  |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
w    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0.02  0     0     0     0     0     0     0     0     0     0     | 0.04 |
l    0     0     0     0     0     0     0     0.02  0     0     0     0     0.02  | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
m    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0.02  0     0     0     0.02  0     0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

z    0     0.02  0     0     0     0.02  0     0     0     0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |

l    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
eu   0     0     0     0.02  0     0     0     0     0     0.02  0     0     0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
aa   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

b    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

g    0     0     0.04  0     0.02  0     0.1   0     0.02  0     0.02  0     0     | 0.2  |     0     0     0.06  0     0.04  0     0.1   0     0     0     0     0     0     | 0.2  |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

l    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
k    0     0     0     0.02  0     0     0     0     0.02  0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

som  0.02  0.02  0.08  0.16  0.08  0.12  0.18  0.08  0.08  0.08  0.04  0     0.06  | 1    |     0     0.08  0.18  0.12  0.16  0.12  0.14  0.06  0.06  0.02  0     0     0.06  | 1    |


Zin 2

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

h    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |

e    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0.02  0.02  0     0     0     0     0     0     0     0     0     | 0.04 |
ch   0     0     0     0     0.02  0.08  0.02  0     0     0     0     0     0     | 0.12 |     0     0     0.04  0     0.02  0.08  0.02  0     0.02  0     0     0     0     | 0.18 |
t    0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
p    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
aa   0.02  0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0.02  0     0     0     0     0.02  0     0     0     0.02  0     0     0     | 0.06 |

a    0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
p    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
t    0     0.02  0     0     0     0     0     0     0     0     0.02  0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
r    0     0     0     0.02  0     0.02  0     0     0     0.02  0     0.02  0     | 0.08 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
oo   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

g    0     0     0     0.02  0     0.06  0.02  0     0.02  0     0     0     0     | 0.12 |     0     0.02  0     0.04  0     0.02  0     0     0.02  0     0     0     0     | 0.1  |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0.02  0     0     0     0     0     | 0.04 |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

ee   0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |

t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
w    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
j    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
r    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
i    0     0     0     0.06  0     0     0     0.02  0     0.02  0     0     0     | 0.1  |     0     0     0.02  0.04  0     0     0     0.04  0     0.04  0     0     0     | 0.14 |
g    0     0     0.02  0     0     0.02  0.04  0     0     0     0     0     0.02  | 0.1  |     0     0     0     0.02  0     0.02  0.02  0     0     0     0     0     0     | 0.06 |

w    0     0     0     0     0.04  0     0     0     0     0     0     0     0.02  | 0.06 |     0     0     0     0     0.04  0     0     0     0     0     0     0     0     | 0.04 |
ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
s    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
j    0     0     0     0.02  0     0     0     0     0     0     0     0.02  0     | 0.04 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

som  0.04  0.06  0.02  0.14  0.08  0.22  0.08  0.08  0.04  0.08  0.04  0.08  0.04  | 1    |     0.02  0.08  0.1   0.16  0.1   0.2   0.04  0.1   0.04  0.08  0.06  0.02  0     | 1    |


Zin 3

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

J    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ae   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
nn   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0.02  0     0     0     0     0.02  0.02  0     0     0     | 0.06 |     0     0     0     0.02  0     0     0     0     0     0.02  0     0     0     | 0.04 |
tte  0     0     0.02  0     0     0     0     0     0.02  0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0.02  0     0     0     0.02  | 0.04 |

l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
a    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ch   0     0     0     0     0     0.04  0.02  0     0     0     0     0     0     | 0.06 |     0     0     0     0     0     0     0.04  0     0     0     0     0     0     | 0.04 |
t    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

z    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |
oo   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |

ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |

o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
b    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |     0     0     0     0.02  0     0.02  0     0.02  0.02  0     0     0     0     | 0.08 |
k    0     0     0.02  0     0     0     0     0     0.04  0     0     0.02  0     | 0.08 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

p    0     0     0     0     0     0     0.02  0     0.02  0     0     0.02  0     | 0.06 |     0     0     0     0     0     0     0.04  0     0     0     0     0.02  0     | 0.06 |
e    0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0.02  0     0     0     0     0     0     0     0     | 0.04 |
r    0     0     0     0     0.06  0     0.04  0     0.02  0     0     0     0     | 0.12 |     0     0     0     0.02  0.04  0     0.04  0     0     0     0     0     0     | 0.1  |
s    0     0     0     0.06  0     0     0     0     0     0     0     0     0     | 0.06 |     0     0     0     0.08  0     0.02  0     0     0     0     0     0     0     | 0.1  |
oo   0     0.02  0     0     0     0.02  0     0     0     0     0.02  0     0     | 0.06 |     0     0     0     0.02  0     0.02  0     0     0     0     0.02  0     0     | 0.06 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |
s    0     0     0     0     0     0.02  0     0     0.04  0     0     0     0     | 0.06 |     0     0     0     0     0     0     0     0.04  0     0     0     0     0     | 0.04 |

g    0     0     0     0.04  0     0.02  0     0.06  0.02  0     0.02  0     0     | 0.16 |     0     0     0     0.04  0     0.04  0     0.06  0.02  0     0     0     0     | 0.16 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0.02  0     | 0.04 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
u    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |

som  0     0.02  0.04  0.18  0.08  0.1   0.14  0.06  0.22  0.04  0.06  0.06  0     | 1    |     0.02  0     0     0.24  0.08  0.1   0.16  0.14  0.1   0.04  0.02  0.06  0.04  | 1    |


Zin 4

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

k    0     0     0.04  0     0     0     0     0     0     0     0     0     0     | 0.04 |     0     0     0.04  0     0     0     0     0     0     0     0     0     0     | 0.04 |
o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0.02  0     0     0     | 0.04 |
r    0     0.02  0.02  0     0     0     0     0.04  0     0     0     0     0     | 0.08 |     0     0.02  0     0     0     0.02  0     0.04  0     0     0     0     0     | 0.08 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
t    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |

w    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
l    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0.02  0.02  0     0     0.02  0     0.02  0     0     0     | 0.08 |
r    0     0     0     0.02  0.02  0.02  0     0     0     0     0     0     0     | 0.06 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
f    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0.02  0     0.02  0     0.02  0     0     0     0     0.02  0     0     0     | 0.08 |     0     0     0.02  0     0.02  0     0     0     0     0     0     0     0     | 0.04 |
s    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
b    0     0.02  0     0     0.04  0     0     0     0     0     0     0     0     | 0.06 |     0     0     0     0     0.04  0     0     0     0     0     0     0     0     | 0.04 |
r    0     0     0     0     0.02  0.02  0.02  0     0.02  0     0     0.02  0     | 0.1  |     0     0     0     0.02  0.02  0     0.02  0     0.02  0     0     0.02  0     | 0.1  |
ui   0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

D    0.02  0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0.02  0     0     | 0.04 |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

r    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0.02  0     0.02  0     | 0.04 |
e    0     0     0     0.02  0     0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
s    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |

v    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
a    0     0     0     0.02  0     0     0     0     0     0     0     0.02  0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0.02  0     0.02  0     0     0     0     | 0.04 |
o    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
d    0     0     0     0     0     0.02  0.02  0     0     0     0     0     0     | 0.04 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
o    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |
r    0     0     0     0.02  0     0.02  0.02  0     0     0     0     0     0     | 0.06 |     0     0     0     0.02  0.02  0.02  0     0     0     0     0     0     0     | 0.06 |
a    0     0     0     0     0     0     0.02  0     0     0     0     0.02  0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

som  0.04  0.08  0.1   0.1   0.12  0.08  0.08  0.06  0.04  0.06  0.08  0.14  0.02  | 1    |     0.02  0.08  0.1   0.08  0.16  0.06  0.06  0.1   0.08  0.1   0.06  0.08  0.02  | 1    |


Zin 5

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

n    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

t    0     0.02  0     0     0     0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
o    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0.02  0     0.02  0     0     0     | 0.04 |
ch   0     0     0.02  0     0.04  0     0     0     0     0     0     0     0     | 0.06 |     0     0     0.04  0     0     0     0     0     0     0     0     0     0     | 0.04 |
t    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |

i    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

r    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0.02  0     0     0     0.02  0.02  0     0     0     0     0     0     | 0.06 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
g    0.02  0.02  0.04  0     0.02  0     0.06  0     0     0     0     0     0     | 0.16 |     0     0.02  0.08  0.02  0     0     0.06  0.02  0.02  0     0     0.02  0     | 0.24 |
e    0     0     0     0.02  0     0.04  0     0     0     0.02  0     0     0     | 0.08 |     0     0     0     0.04  0     0.06  0     0     0     0.02  0     0     0     | 0.12 |
n    0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |

v    0     0     0     0     0     0     0     0     0     0.02  0.02  0     0     | 0.04 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
aa   0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |
r    0     0     0.02  0     0     0.04  0     0     0.02  0     0     0     0     | 0.08 |     0     0.02  0     0     0     0.02  0     0     0.02  0     0     0     0     | 0.06 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |

d    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0.02  0     0     0     0     0     0.02  0.02  0     0     | 0.06 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0.02  0     0     0     0     0     0     0     0     | 0.04 |

k    0     0     0     0     0     0.02  0     0     0     0     0.02  0     0     | 0.04 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
p    0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
i    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
t    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ei   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0.02  0     0.02  0     0     0.02  0     0     0     0     | 0.06 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

b    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

w    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
e    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0     0     0.02  0     0     0     0     0     | 0.04 |
g    0     0     0.04  0     0     0.04  0     0.02  0.02  0.02  0     0     0     | 0.14 |     0     0     0.02  0     0     0.02  0.02  0.02  0     0.02  0     0     0     | 0.1  |

som  0.04  0.06  0.18  0.06  0.06  0.16  0.12  0.04  0.08  0.12  0.06  0     0.02  | 1    |     0.02  0.06  0.2   0.12  0.02  0.16  0.14  0.1   0.04  0.08  0.02  0.04  0     | 1    |


Zin 6

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
a    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

z    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |

r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ei   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

m    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
aa   0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

k    0     0     0     0     0     0     0.02  0     0.04  0     0     0     0     | 0.06 |     0     0.02  0     0     0     0     0     0     0.04  0     0     0     0     | 0.06 |
aa   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0.02  0     0     | 0.04 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0.02  0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

o    0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0.02  0     0     0     0.02  0     0     | 0.04 |     0     0     0     0     0     0     0.02  0     0     0.04  0     0     0     | 0.06 |
v    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
a    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0.02  0     0     0     | 0.04 |
r    0     0     0     0     0     0.02  0.02  0     0     0.02  0     0.02  0     | 0.08 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |

w    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0.02  0     0.02  0     0     0     0     0     | 0.04 |
g    0.02  0     0.04  0     0.02  0     0.08  0     0.02  0.04  0.02  0.06  0     | 0.3  |     0     0     0.06  0.02  0     0     0.06  0     0.02  0.04  0     0.02  0     | 0.22 |
e    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
n    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |
n    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0.02  0.02  0     0.02  0     0     0     0     0     0     0     0     | 0.06 |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

z    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0.04  0     0     0     0     0     0     0     0     0.02  | 0.06 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
? i  0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
?    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
r    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
e    0.02  0     0     0     0     0     0     0.02  0.02  0     0     0     0     | 0.06 |     0.02  0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
c    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
t    0.02  0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
p    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

ee   0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0.02  0     0     0     0     0     0.02  0     0     0.02  | 0.06 |
n    0.02  0     0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

D    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
 ee  0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
V    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
 ee  0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
D    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
 ee  0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

som  0.12  0.06  0.08  0.06  0.06  0.02  0.14  0.04  0.1   0.1   0.08  0.08  0.06  | 1    |     0.04  0.06  0.16  0.14  0.06  0.02  0.1   0.06  0.08  0.16  0.04  0.06  0.02  | 1    |


Zin 7

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
uu   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
r    0     0     0     0     0     0     0     0     0.04  0     0     0     0     | 0.04 |     0     0     0     0.02  0     0     0     0.02  0     0     0     0     0     | 0.04 |
l    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |

g    0     0     0     0     0     0.04  0     0     0     0     0     0     0     | 0.04 |     0     0     0     0.02  0     0.02  0     0     0     0     0     0     0     | 0.04 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

j    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0.02  0     0     0     0.02  0     0     0     0     0     0     0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
a    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0.04  0     0.02  0     0.02  0     0     0     0     0     0     0     | 0.08 |     0     0.02  0     0.02  0     0.02  0     0     0     0     0     0     0     | 0.06 |
d    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

w    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
k    0     0     0.02  0     0     0     0.02  0     0     0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
eu   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
oo   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |
d    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

m    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
aa   0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0.02  0     0     | 0.04 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

o    0     0     0     0     0     0     0     0     0     0     0.02  0     0.02  | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
p    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
z    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
ch   0     0     0.04  0.04  0     0.04  0.12  0     0.02  0     0     0     0     | 0.26 |     0     0     0.02  0.06  0     0.04  0.08  0     0.04  0     0     0     0     | 0.24 |
t    0     0     0     0.04  0     0     0     0.02  0     0     0     0     0     | 0.06 |     0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

i    0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0     0     0.02  0     0     0.02  0     0.02  | 0.08 |
s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |

p    0     0     0     0     0     0.04  0     0     0     0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
s    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
m    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
o    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.04  0     0     0     0     0     0     0     0     | 0.04 |
g    0.02  0.02  0     0.02  0.04  0     0     0     0     0     0     0     0     | 0.1  |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

j    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
ch   0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |     0     0.02  0     0     0     0     0.02  0     0     0     0     0     0     | 0.04 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |

som  0.02  0.12  0.06  0.14  0.04  0.16  0.2   0.06  0.14  0.02  0.02  0     0.02  | 1    |     0     0.1   0.04  0.18  0.08  0.18  0.12  0.1   0.06  0.04  0.04  0.02  0.04  | 1    |


Zin 8

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

p    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.04  0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.06 |
i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
s    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0.02  0     0.02  0     0.02  0     | 0.06 |     0     0.02  0     0     0     0     0     0.02  0     0     0     0     0     | 0.04 |
oo   0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0     0     0     0     | 0.02 |
l    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

g    0     0     0.02  0.08  0     0.02  0.04  0     0.02  0.02  0     0     0     | 0.2  |     0     0     0.02  0.06  0.02  0.04  0.02  0.02  0     0     0     0     0.02  | 0.2  |
e    0     0     0     0     0.02  0     0     0.02  0     0.02  0     0     0     | 0.06 |     0     0     0.02  0     0     0     0     0     0     0.02  0     0     0     | 0.04 |
r    0     0     0     0     0.02  0     0     0     0     0     0     0     0.02  | 0.04 |     0     0     0.02  0.02  0.02  0     0     0     0     0     0     0     0.02  | 0.08 |
aa   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
p    0.02  0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0.02  0     0     0     0     0     0     0     0     0.02  0     | 0.06 |

t    0.02  0     0     0     0     0     0     0     0     0.02  0     0     0.02  | 0.06 |     0     0     0     0.02  0     0     0     0.02  0     0     0.02  0     0     | 0.06 |
o    0     0     0     0     0     0.04  0     0.02  0     0.02  0     0     0     | 0.08 |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
v    0.02  0     0     0     0     0     0     0     0.02  0     0     0     0.02  | 0.06 |     0     0     0     0.02  0     0     0     0.02  0     0     0     0     0.02  | 0.06 |
e    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
r    0     0     0     0     0.02  0     0.02  0     0.02  0     0     0     0     | 0.06 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0.02  0     0     0     0     0     0     0     | 0.04 |

ij   0     0.04  0     0     0     0     0     0     0     0     0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
s    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0.02  0     0     0     0.02  0     0     | 0.04 |

v    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0.02  0     0     0     0     0     0     0     0     0.02  | 0.04 |     0     0     0     0     0     0.02  0     0     0     0.02  0     0     0     | 0.04 |
r    0     0     0.02  0.02  0     0     0     0     0     0     0     0.02  0     | 0.06 |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |
k    0     0     0     0     0     0.02  0     0     0.04  0     0     0     0     | 0.06 |     0     0     0     0     0     0.02  0     0.02  0.02  0     0     0     0     | 0.06 |
ee   0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.04 |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

som  0.06  0.04  0.04  0.14  0.06  0.1   0.06  0.06  0.1   0.16  0.02  0.08  0.08  | 1    |     0.08  0.06  0.1   0.18  0.08  0.1   0.06  0.1   0.02  0.04  0.06  0.04  0.08  | 1    |


Zin 9

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0.02  0     0.02  0     0     0     | 0.06 |
a    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0.02  0     0     0.02  0     0     0     0     0     | 0.06 |
k    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |

i    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0.02  0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.04 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

r    0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |
e    0     0     0     0.02  0     0     0     0     0     0.02  0     0     0.04  | 0.08 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0.04  | 0.06 |
k    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
e    0     0.02  0     0     0     0     0     0     0     0     0.02  0     0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0.02  0     0     0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0.02  0     0     0     0.02  0     0     0     0     0     0     | 0.04 |

v    0     0     0.04  0     0     0     0     0.02  0     0.02  0     0     0     | 0.08 |     0     0.02  0.02  0     0.02  0     0     0     0     0.02  0     0     0     | 0.08 |
e    0     0     0     0     0     0     0.02  0     0     0.02  0     0     0     | 0.04 |     0     0     0     0     0     0     0     0     0     0.04  0     0     0     | 0.04 |
r    0     0     0     0     0.02  0     0     0.04  0     0.02  0     0.02  0     | 0.1  |     0     0     0     0     0     0.02  0     0.04  0     0     0     0.02  0     | 0.08 |
w    0.02  0     0.02  0     0     0     0     0.02  0     0     0     0     0     | 0.06 |     0.02  0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.04 |
a    0     0     0     0     0     0     0     0.02  0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
r    0     0.02  0     0.02  0     0     0     0     0     0     0     0     0     | 0.04 |     0     0.04  0     0.02  0     0.02  0     0     0     0     0     0     0     | 0.08 |
t    0     0     0     0.02  0     0     0     0.02  0     0     0     0     0.02  | 0.06 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |

e    0.02  0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.04 |     0.02  0     0.02  0     0     0     0     0     0     0.02  0     0.02  0     | 0.08 |
r    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
u    0     0     0     0     0     0     0     0     0     0     0.02  0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
t    0     0.02  0     0     0.02  0     0     0.02  0     0.02  0.06  0     0     | 0.14 |     0     0.02  0     0     0     0     0     0.02  0     0     0.04  0     0     | 0.08 |

ee   0     0.02  0     0     0     0     0.02  0     0     0     0     0     0     | 0.04 |     0     0.02  0     0.02  0     0     0.02  0     0     0     0     0     0     | 0.06 |
n    0     0     0     0     0.02  0     0     0     0     0.02  0     0     0     | 0.04 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |

b    0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0.02  0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.04 |
ij   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |

som  0.04  0.08  0.08  0.06  0.06  0.04  0.04  0.16  0.02  0.14  0.12  0.04  0.12  | 1    |     0.08  0.16  0.08  0.12  0.06  0.04  0.04  0.1   0.02  0.12  0.06  0.06  0.06  | 1    |


Zin 10

     1     2     3     4     5     6     7     8     9     10    11    12    13      som        1     2     3     4     5     6     7     8     9     10    11    12    13      som

z    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
a    0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
ch   0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0.02  | 0.04 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0.02  0     0     0     0     0     0.02  0     0     0     0     | 0.04 |
o    0.02  0     0.02  0     0.02  0     0     0     0     0     0     0     0     | 0.06 |     0     0     0     0     0.02  0.02  0     0     0     0     0     0     0     | 0.04 |
r    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

h    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |
e    0     0     0     0.02  0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

v    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0.02  0     | 0.04 |
a    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
r    0     0.04  0     0     0     0     0     0.02  0     0     0     0.02  0     | 0.08 |     0     0.02  0     0     0     0     0     0.04  0     0     0     0     0     | 0.06 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

i    0     0.02  0     0     0     0.02  0     0     0     0     0     0     0     | 0.04 |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

w    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0.02  0     0     0     0     0     0     0     0     0     0     0     | 0.02 |
ei   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |

ee   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
n    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0.02  0     0     0     0     0.02  0     0     0     | 0.04 |

k    0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
a    0     0     0     0.02  0     0.04  0     0     0     0     0     0     0     | 0.06 |     0     0     0     0     0     0.02  0     0.02  0     0     0     0     0     | 0.04 |
r    0     0     0     0     0     0     0     0     0     0     0     0     0.04  | 0.04 |     0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |
a    0     0     0     0     0     0.02  0     0     0     0     0     0     0     | 0.02 |     0     0     0     0     0.02  0.02  0     0     0.02  0     0     0     0     | 0.06 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
t    0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
e    0     0     0.02  0     0     0     0     0     0     0     0     0     0.02  | 0.04 |     0     0     0     0     0.02  0     0     0     0     0     0     0     0     | 0.02 |
r    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
i    0     0     0     0.04  0     0     0.02  0     0     0     0     0     0     | 0.06 |     0     0     0     0.06  0     0     0     0     0     0     0     0     0     | 0.06 |
s    0     0     0.02  0.02  0     0     0     0     0     0     0     0     0     | 0.04 |     0     0     0.02  0     0     0     0     0     0     0     0     0     0     | 0.02 |
t    0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
ie   0     0     0     0     0     0     0     0     0.04  0     0     0.02  0     | 0.06 |     0     0     0     0     0     0     0     0     0.02  0     0     0     0     | 0.02 |
k    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0.04  0     0     0     0     0     0     0     0.02  0     0     | 0.06 |

g    0     0     0.02  0.16  0.02  0.04  0.02  0     0     0     0     0     0     | 0.26 |     0     0     0     0.18  0     0.02  0     0     0.02  0     0     0     0     | 0.22 |
e    0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |     0     0     0     0.04  0     0     0     0     0     0     0     0     0     | 0.04 |
l    0     0     0     0     0     0     0     0     0     0     0     0     0.02  | 0.02 |     0     0     0     0     0     0     0     0     0     0.02  0     0     0     | 0.02 |
ui   0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |
d    0     0     0     0     0     0     0     0     0     0     0     0     0     | 0    |     0     0     0     0     0     0     0     0     0     0     0     0.02  0     | 0.02 |

som  0.02  0.08  0.12  0.32  0.04  0.12  0.04  0.02  0.04  0.02  0     0.08  0.1   | 1    |     0     0.08  0.08  0.32  0.1   0.12  0     0.06  0.08  0.06  0.02  0.04  0.04  | 1    |


CategorySpraakAccenten CategoryForcedAlignment CategoryPaQu