Run
10434931

Run 10434931

Task 168330 (Supervised Classification) jannis Uploaded 24-12-2019 by Peng YU
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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"0"

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
0.5437 ± 0.0272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0753 ± 0.0487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.126 ± 0.0447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.298 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3194 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.4507 ± 0.0489
Cross-validation details (10-fold Crossvalidation)
Number of instances
83733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4507 ± 0.0489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5995 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.933 ± 0.061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3996 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4453 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1144 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.2778 ± 0.0179
Cross-validation details (10-fold Crossvalidation)