Run
9199742

Run 9199742

Task 9971 (Supervised Classification) ilpd 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
0.7243 ± 0.0651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5671 ± 0.0614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2548 ± 0.0582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-98.9004 ± 7.401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4406 ± 0.0474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7978 ± 0.0322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5643 ± 0.0501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.865
Cross-validation details (10-fold Crossvalidation)
Recall
0.5643 ± 0.0501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0771 ± 0.116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.654 ± 0.0379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4466 ± 0.0855
Cross-validation details (10-fold Crossvalidation)