Run
512853

Run 512853

Task 3715 (Supervised Classification) fri_c0_100_50 Uploaded 28-01-2016 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
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.9667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0772
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.872
UserCPU time millis testing
0.104
UserCPU time millis training
0.768