Run
522190

Run 522190

Task 2076 (Supervised Classification) kropt Uploaded 07-02-2016 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
0.5627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4808.2255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0832
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.2511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2932
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
203.856
UserCPU time millis testing
1.803
UserCPU time millis training
202.053