Run
520565

Run 520565

Task 3591 (Supervised Classification) bank8FM 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
0.4455
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1209.6158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5963
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.5963
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.295
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.047
UserCPU time millis testing
0.039
UserCPU time millis training
4.008