Run
515024

Run 515024

Task 3693 (Supervised Classification) fri_c4_100_100 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
0.5285
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.5391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.45
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.55
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.55
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.306
UserCPU time millis testing
0.15
UserCPU time millis training
1.156