Run
519894

Run 519894

Task 3671 (Supervised Classification) fri_c3_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3962
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.2912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.445
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3423
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.738
UserCPU time millis testing
0.064
UserCPU time millis training
1.674