Run
516804

Run 516804

Task 9906 (Supervised Classification) autoUniv-au7-1100 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
0.6152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.9273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.23
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
369.254
UserCPU time millis testing
8.287
UserCPU time millis training
360.967