Run
10434991

Run 10434991

Task 168910 (Supervised Classification) fabert 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
0.5275 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0319 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0278 ± 0.0194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2347 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2392 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.257 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Number of instances
8237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.257 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7046 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9811 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3458 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3427 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9908 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1609 ± 0.0129
Cross-validation details (10-fold Crossvalidation)