Run
521388

Run 521388

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.4979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.8297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4975
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.745
UserCPU time millis testing
0.088
UserCPU time millis training
3.657