Run
515716

Run 515716

Task 3854 (Supervised Classification) car 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5768
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
404.0489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.195
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.864
UserCPU time millis testing
0.054
UserCPU time millis training
0.81