Run
9199769

Run 9199769

Task 167121 (Supervised Classification) Devnagari-Script 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
0.9363 ± 0.0012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5233 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5163 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48714.8568 ± 37.5314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0206 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0425
Cross-validation details (10-fold Crossvalidation)
Number of instances
92000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.578 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5269 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.5236
Cross-validation details (10-fold Crossvalidation)
Recall
0.5269 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4838 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1458
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1422 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9751 ± 0.0042
Cross-validation details (10-fold Crossvalidation)