Run
10434903

Run 10434903

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 23-12-2019 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"bsplitz"
bsplitz.DecisionStumpClassifierV3(1)_non_default_feature_colmns"0,1,2,3,4,5,6,7,8,9"

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
0.7139 ± 0.0285
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.3731 ± 0.044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1091 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9421 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
32769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.319 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9163 ± 0.0216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2305 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9869 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)