Run
522235

Run 522235

Task 45 (Supervised Classification) splice Uploaded 08-02-2016 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
0.8602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2267.4283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.056
UserCPU time millis testing
0.172
UserCPU time millis training
9.884