Run
512759

Run 512759

Task 9918 (Supervised Classification) volcanoes-e4 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
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.4979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0345
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1858
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0302
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.613
UserCPU time millis testing
0.066
UserCPU time millis training
2.547