Run
10434972

Run 10434972

Task 146212 (Supervised Classification) shuttle 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"9"

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
0.9361 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6648 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.521 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0502 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1016 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8689 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Number of instances
58000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8689 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9603 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4938 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2254 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1584 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7028 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.2721 ± 0.0005
Cross-validation details (10-fold Crossvalidation)