Run
512424

Run 512424

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(4)_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
0.6824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.6086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1537
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
0.5988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.176
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.4
UserCPU time millis testing
0.81
UserCPU time millis training
1.59