Run
514075

Run 514075

Task 9924 (Supervised Classification) volcanoes-a2 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.6882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
388.8828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0206
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.4
UserCPU time millis testing
0.081
UserCPU time millis training
3.319