Run
523770

Run 523770

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16701.7283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2173
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.807
UserCPU time millis testing
0.69
UserCPU time millis training
67.117