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run_500_100.log
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run_500_100.log
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Nr dogs: 248
Nr cats: 252
Nearest Neighbors
Score: 0.526666666667
Confusion matrix:
[[67 9]
[62 12]]
Classification report:
precision recall f1-score support
cat 0.52 0.88 0.65 76
dog 0.57 0.16 0.25 74
avg / total 0.55 0.53 0.46 150
Gaussian Naive Bayes
Score: 0.526666666667
Confusion matrix:
[[67 9]
[62 12]]
Classification report:
precision recall f1-score support
cat 0.52 0.88 0.65 76
dog 0.57 0.16 0.25 74
avg / total 0.55 0.53 0.46 150
SVM
Score: 0.493333333333
Confusion matrix:
[[ 0 76]
[ 0 74]]
Classification report:
precision recall f1-score support
cat 0.00 0.00 0.00 76
dog 0.49 1.00 0.66 74
avg / total 0.24 0.49 0.33 150
AdaBoos
Score: 0.506666666667
Confusion matrix:
[[76 0]
[74 0]]
Classification report:
precision recall f1-score support
cat 0.51 1.00 0.67 76
dog 0.00 0.00 0.00 74
avg / total 0.26 0.51 0.34 150
Random Forest
Score: 0.506666666667
Confusion matrix:
[[76 0]
[74 0]]
Classification report:
precision recall f1-score support
cat 0.51 1.00 0.67 76
dog 0.00 0.00 0.00 74
avg / total 0.26 0.51 0.34 150