Run
511200

Run 511200

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.7343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
233.9939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0315
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.354
UserCPU time millis testing
0.034
UserCPU time millis training
0.32