Run
517261

Run 517261

Task 3915 (Supervised Classification) kc3 Uploaded 29-01-2016 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
0.5878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.7767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1099
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
415.121
UserCPU time millis testing
12.478
UserCPU time millis training
402.643