Run
10434984

Run 10434984

Task 168332 (Supervised Classification) robert 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
0.5373 ± 0.0447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0136 ± 0.0282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.02 ± 0.0419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1793 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.1151 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1151 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3214 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9959 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9981 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1125 ± 0.0261
Cross-validation details (10-fold Crossvalidation)