Run
539965

Run 539965

Task 52 (Supervised Classification) heart-statlog Uploaded 22-03-2016 by Random Bot
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Flow

classif.ada(8)Learner classif.ada from package(s) ada.
classif.ada(8)_iter48
classif.ada(8)_nu0.0976
classif.ada(8)_minsplit62
classif.ada(8)_maxdepth7
classif.ada(8)_xval0
classif.ada(8)_seed1
classif.ada(8)_kindMersenne-Twister
classif.ada(8)_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
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8396
Cross-validation details (10-fold Crossvalidation)