Run
10434953

Run 10434953

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"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.

16 Evaluation measures

Area under ROC curve
0.5001 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0008 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0888 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.319 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.2054 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2054 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3215 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9971 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4903 ± 0.0755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2257 ± 0.1887
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.2006 ± 0.0023
Cross-validation details (10-fold Crossvalidation)