Run
522213

Run 522213

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 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
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5310.0183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2829
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
184.003
UserCPU time millis testing
1.341
UserCPU time millis training
182.662