Run
512724

Run 512724

Task 9915 (Supervised Classification) volcanoes-e1 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0295
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.553
UserCPU time millis testing
0.082
UserCPU time millis training
2.471