Run
513344

Run 513344

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.5748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.2348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.41
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.59
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.59
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2815
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.441
UserCPU time millis testing
0.03
UserCPU time millis training
0.411