Run
517530

Run 517530

Task 7548 (Supervised Classification) PizzaCutter1 Uploaded 29-01-2016 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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.5591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0787
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Number of instances
661
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.402
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0418
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.252
UserCPU time millis testing
0.095
UserCPU time millis training
1.157