Run
521886

Run 521886

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6952.4803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5314
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
378.096
UserCPU time millis testing
5.254
UserCPU time millis training
372.842