Run
510927

Run 510927

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 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
0.5436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.32
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.32
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3308
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.808
UserCPU time millis testing
0.05
UserCPU time millis training
0.758