Run
543321

Run 543321

Task 9894 (Supervised Classification) heart-h Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees2320
classif.gbm(6)_shrinkage0.00084
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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.

17 Evaluation measures

Area under ROC curve
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.6151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
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
0.5959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0896
Cross-validation details (10-fold Crossvalidation)