Run
512023

Run 512023

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

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.9022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2148
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
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9327
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.929
UserCPU time millis testing
1.049
UserCPU time millis training
1.88