Run
518010

Run 518010

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 30-01-2016 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
0.5
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
0.862
UserCPU time millis testing
0.027
UserCPU time millis training
0.835