Run
509273

Run 509273

Task 3815 (Supervised Classification) prnn_fglass 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
0.7302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
109.5121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3486
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.814
UserCPU time millis testing
0.043
UserCPU time millis training
0.771