Run
523893

Run 523893

Task 3588 (Supervised Classification) pol Uploaded 11-02-2016 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
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3155.4243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3361
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2273
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.387
UserCPU time millis testing
0.068
UserCPU time millis training
10.319