Run
518500

Run 518500

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 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
0.5706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.7426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2651
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
267.841
UserCPU time millis testing
7.093
UserCPU time millis training
260.748