Run
507339

Run 507339

Task 3758 (Supervised Classification) chscase_geyser1 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
0.4544
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.6669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3964
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.6036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.151
UserCPU time millis testing
0.02
UserCPU time millis training
0.131