Run
523037

Run 523037

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18305.5955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3359
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
320.62
UserCPU time millis testing
2.02
UserCPU time millis training
318.6