Run
519740

Run 519740

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 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
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.7386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8892
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
305.962
UserCPU time millis testing
10.034
UserCPU time millis training
295.928