Run
519944

Run 519944

Task 3702 (Supervised Classification) fri_c1_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
0.3868
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.3633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3521
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.716
UserCPU time millis testing
0.048
UserCPU time millis training
1.668