Run
10434967

Run 10434967

Task 9981 (Supervised Classification) cnae-9 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"856"

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
0.591 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1063 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1333 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1772 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.2056 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2056 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8969 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2976 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9471 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.2056 ± 0.0059
Cross-validation details (10-fold Crossvalidation)