Run
10434785

Run 10434785

Task 9968 (Supervised Classification) tamilnadu-electricity Uploaded 20-12-2019 by Peng YU
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Flow

__main__.DecisionStumpClassifierV3(1)Decision Stump classifier V3 supports native nominal features
__main__.DecisionStumpClassifierV3(1)_default_feature_type"numerical"
__main__.DecisionStumpClassifierV3(1)_nominal_method"one_hot"
__main__.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
0.5628 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0678 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0803 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0945 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.1269 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
45781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1269 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.2454 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9334 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.21 ± 0
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9661 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1
Cross-validation details (10-fold Crossvalidation)