Run
519439

Run 519439

Task 9928 (Supervised Classification) volcanoes-b2 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.6688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2650.9411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
10668
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9708
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.357
UserCPU time millis testing
0.215
UserCPU time millis training
22.142