Run
512040

Run 512040

Task 52 (Supervised Classification) heart-statlog Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nodeHarvest(3)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(3)_seed1
classif.nodeHarvest(3)_kindMersenne-Twister
classif.nodeHarvest(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
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.0444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2
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
0.801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.258
UserCPU time millis testing
0.267
UserCPU time millis training
33.991