Run
511144

Run 511144

Task 3734 (Supervised Classification) fri_c1_500_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
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7968
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.876
UserCPU time millis testing
0.175
UserCPU time millis training
1.701