Run
523748

Run 523748

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.5872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13248.6995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3507
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2759
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
64.804
UserCPU time millis testing
0.794
UserCPU time millis training
64.01