Run
520414

Run 520414

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 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
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4478.4909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.522
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
30.417
UserCPU time millis testing
0.626
UserCPU time millis training
29.791