Run
514809

Run 514809

Task 9905 (Supervised Classification) autoUniv-au7-700 Uploaded 28-01-2016 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
0.5831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4457
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.6837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.44
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.44
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2973
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.127
UserCPU time millis testing
0.047
UserCPU time millis training
1.08