Run
9199733

Run 9199733

Task 3917 (Supervised Classification) kc1 Uploaded 03-05-2018 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7889 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8188 ± 0.0187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2895 ± 0.0665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
354.3594 ± 22.7276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1754 ± 0.0216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8147 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8236 ± 0.0217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8236 ± 0.0217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6705 ± 0.0838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4128 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.142 ± 0.0747
Cross-validation details (10-fold Crossvalidation)