Run
9199701

Run 9199701

Task 3 (Supervised Classification) kr-vs-kp Uploaded 03-05-2018 by Jan van Rijn
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Flow

sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imput er,estimator=sklearn.naive_bayes.GaussianNB)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(20)_axis0
sklearn.preprocessing.imputation.Imputer(20)_copytrue
sklearn.preprocessing.imputation.Imputer(20)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(20)_strategy"median"
sklearn.preprocessing.imputation.Imputer(20)_verbose0
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.naive_bayes.GaussianNB)(1)_memorynull
sklearn.naive_bayes.GaussianNB(8)_priorsnull

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8953 ± 0.0191
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5549 ± 0.0242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2202 ± 0.0305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
778.8927 ± 8.9243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3771 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7627 ± 0.0154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6236 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6236 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7556 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6105 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2222 ± 0.0246
Cross-validation details (10-fold Crossvalidation)