Run
10434948

Run 10434948

Task 168337 (Supervised Classification) guillermo Uploaded 24-12-2019 by Peng YU
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Flow

bsplitz.DecisionStumpClassifierV3(1)Decision Stump classifier V3 supports native nominal features
bsplitz.DecisionStumpClassifierV3(1)_default_feature_type"numerical"
bsplitz.DecisionStumpClassifierV3(1)_nominal_method"bsplitz"
bsplitz.DecisionStumpClassifierV3(1)_non_default_feature_colmns"0"

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.

18 Evaluation measures

Area under ROC curve
0.5781 ± 0.0449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.586 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1352 ± 0.0927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0295 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4682 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4801 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6145 ± 0.0154
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5961 ± 0.0147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6145 ± 0.0154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9753 ± 0.0175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4839 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9877 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5628 ± 0.0449
Cross-validation details (10-fold Crossvalidation)