Run
10434957

Run 10434957

Task 189354 (Supervised Classification) airlines 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"bsplitz"
bsplitz.DecisionStumpClassifierV3(1)_non_default_feature_colmns"0,2,3,4,7"

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.

18 Evaluation measures

Area under ROC curve
0.5631 ± 0.051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4944 ± 0.001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0858 ± 0.1074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0291 ± 0.0376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4827 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.5842 ± 0.0383
Cross-validation details (10-fold Crossvalidation)
Number of instances
539383
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.619 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5842 ± 0.0383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9771 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4913 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9885 ± 0.015
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5395 ± 0.051
Cross-validation details (10-fold Crossvalidation)