Run
10434975

Run 10434975

Task 146822 (Supervised Classification) segment 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"19"

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
0.6423 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1662 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2102 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2042 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.2853 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2853 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.834 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3198 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9138 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.2853 ± 0.0014
Cross-validation details (10-fold Crossvalidation)