Run
519337

Run 519337

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
286.831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0687
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.405
UserCPU time millis testing
0.051
UserCPU time millis training
1.354