Run
513673

Run 513673

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(2)_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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
837.3965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5666
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.235
UserCPU time millis testing
0.236
UserCPU time millis training
4.999