Run
512474

Run 512474

Task 9916 (Supervised Classification) volcanoes-e2 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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.0845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0356
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
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6024
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.148
UserCPU time millis testing
0.051
UserCPU time millis training
2.097