Run
10434968

Run 10434968

Task 10101 (Supervised Classification) blood-transfusion-service-center 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"4"

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
0.6605 ± 0.0894
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.01 ± 0.0413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3349 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.762 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9224 ± 0.0481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.409 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9605 ± 0.0321
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)