Run
520199

Run 520199

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.3817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0673
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.772
UserCPU time millis testing
0.057
UserCPU time millis training
1.715