Run
519996

Run 519996

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 05-02-2016 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
0.4282
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.6721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.418
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3387
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.745
UserCPU time millis testing
0.063
UserCPU time millis training
1.682