Run
10434793

Run 10434793

Task 14964 (Supervised Classification) artificial-characters Uploaded 21-12-2019 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""

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
0.595 ± 0.0441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0577 ± 0.0308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0823 ± 0.0434
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1738 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.1729 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1729 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2848 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9707 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2947 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9851 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1423 ± 0.0231
Cross-validation details (10-fold Crossvalidation)