Run
522807

Run 522807

Task 3698 (Supervised Classification) bank32nh Uploaded 09-02-2016 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
0.5629
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1863.9028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2042
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.065
UserCPU time millis testing
0.049
UserCPU time millis training
8.016