Run
511097

Run 511097

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 27-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4451
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.7208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2953
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.37
UserCPU time millis testing
0.033
UserCPU time millis training
0.337