Run
10434970

Run 10434970

Task 34539 (Supervised Classification) Amazon_employee_access 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"one_hot"
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
0.5155 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.0049 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1078 ± 0.0003
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
0.9882 ± 0.0021
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
0.2322 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9942 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.5
Cross-validation details (10-fold Crossvalidation)