Run
507649

Run 507649

Task 3491 (Supervised Classification) hayes-roth 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
0.6051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.1652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2207
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.303
UserCPU time millis testing
0.026
UserCPU time millis training
0.277