Run
10434969

Run 10434969

Task 14965 (Supervised Classification) bank-marketing 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"1,2,3,4,6,7,8,10,15,16"

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
0.6732 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0315 ± 0.0185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1813 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.883 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5206 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8774 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3014 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9377 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)