Run
520047

Run 520047

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 05-02-2016 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
0.7314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
469.6941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0298
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.843
UserCPU time millis testing
0.065
UserCPU time millis training
1.778