Run
511427

Run 511427

Task 3744 (Supervised Classification) mu284 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
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
284
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1187
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.35
UserCPU time millis testing
0.042
UserCPU time millis training
0.308