Run
10434990

Run 10434990

Task 168909 (Supervised Classification) dilbert 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"one_hot"
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.

16 Evaluation measures

Area under ROC curve
0.6375 ± 0.0209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.169 ± 0.0207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1608 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2916 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.3391 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3391 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3215 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9115 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3827 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.3313 ± 0.016
Cross-validation details (10-fold Crossvalidation)