Run
512508

Run 512508

Task 9916 (Supervised Classification) volcanoes-e2 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
0.6461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.0446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.068
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6024
Cross-validation details (10-fold Crossvalidation)
Recall
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0892
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
381.247
UserCPU time millis testing
5.451
UserCPU time millis training
375.796