Run
509602

Run 509602

Task 9953 (Supervised Classification) planning-relax Uploaded 27-01-2016 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
0.5173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.4702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3126
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
410.987
UserCPU time millis testing
6.011
UserCPU time millis training
404.976