Run
510299

Run 510299

Task 3794 (Supervised Classification) disclosure_z 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3623
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.6103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.5257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3792
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.336
UserCPU time millis testing
0.027
UserCPU time millis training
0.309