Run
513069

Run 513069

Task 3937 (Supervised Classification) PopularKids 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
0.5252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.0868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4072
Cross-validation details (10-fold Crossvalidation)
Number of instances
478
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5293
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4668
Cross-validation details (10-fold Crossvalidation)
Recall
0.5293
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7706
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4511
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5602
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2418
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.985
UserCPU time millis testing
0.065
UserCPU time millis training
0.92