Run
521055

Run 521055

Task 3584 (Supervised Classification) fri_c4_1000_100 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4068
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.0634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.436
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.995
UserCPU time millis testing
0.094
UserCPU time millis training
2.901