Run
9199767

Run 9199767

Task 167119 (Supervised Classification) jungle_chess_2pcs_raw_endgame_complete 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
0.8326 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6819 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4485 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14542.343 ± 29.6185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.282 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3832 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
44819
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6761 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6935 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3491
Cross-validation details (10-fold Crossvalidation)
Recall
0.6935 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7361 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4377 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3687 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8423 ± 0.0059
Cross-validation details (10-fold Crossvalidation)