Run
515231

Run 515231

Task 3617 (Supervised Classification) fri_c4_1000_10 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
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
738.5795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7208
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.37
UserCPU time millis testing
0.159
UserCPU time millis training
3.211