Run
523003

Run 523003

Task 6 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.6745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3666
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7328.2471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.3741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.141
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
280.639
UserCPU time millis testing
1.2
UserCPU time millis training
279.439