Run
10434962

Run 10434962

Task 53 (Supervised Classification) vehicle 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"18"

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
0.6227 ± 0.0777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3229
Per class
Kappa
0.1129 ± 0.1005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1164 ± 0.0998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3535 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.3333 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3211
Per class
Predictive accuracy
0.3333 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9432 ± 0.0492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4213 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9731 ± 0.0242
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.3385 ± 0.0796
Cross-validation details (10-fold Crossvalidation)