Run
10434792

Run 10434792

Task 9968 (Supervised Classification) tamilnadu-electricity Uploaded 21-12-2019 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"2,3"

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
0.684 ± 0.0386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0674 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1407 ± 0.0312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0884 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0945 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.1265 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
45781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1265 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.2454 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.935 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2102 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.967 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1
Cross-validation details (10-fold Crossvalidation)