Run
10434963

Run 10434963

Task 3917 (Supervised Classification) kc1 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"21"

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
0.6834 ± 0.0905
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.0034 ± 0.0518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2368 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8454 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8454 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6212 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9054 ± 0.055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3443 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9524 ± 0.0337
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)