Run
512406

Run 512406

Task 9894 (Supervised Classification) heart-h 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
0.6232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.3023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1173
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.056
UserCPU time millis testing
0.046
UserCPU time millis training
1.01