Run
514344

Run 514344

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.1576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7724
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
421.519
UserCPU time millis testing
10.52
UserCPU time millis training
410.999