Run
513935

Run 513935

Task 3619 (Supervised Classification) wisconsin 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
0.4863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.6087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4794
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.5206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3884
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.614
UserCPU time millis testing
0.358
UserCPU time millis training
2.256