Run
523578

Run 523578

Task 3764 (Supervised Classification) fried Uploaded 10-02-2016 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
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16449.8439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2982
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0922
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.474
UserCPU time millis testing
0.126
UserCPU time millis training
20.348