Run
519099

Run 519099

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.3951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7319
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
346.646
UserCPU time millis testing
34.989
UserCPU time millis training
311.657