Run
10434974

Run 10434974

Task 146821 (Supervised Classification) car 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"0,1,2,3,4,5,6"

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
0.7069 ± 0.0187
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0974 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1963 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7002 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2058 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8575 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3125 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9244 ± 0.011
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.25
Cross-validation details (10-fold Crossvalidation)