Run
512781

Run 512781

Task 9918 (Supervised Classification) volcanoes-e4 Uploaded 28-01-2016 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
0.6148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Number of instances
1252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1127
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
391.946
UserCPU time millis testing
5.184
UserCPU time millis training
386.762