Run
8874976

Run 8874976

Task 145929 (Supervised Classification) heart-h Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.6865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1843
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
0.6154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8899
Cross-validation details (10-fold Crossvalidation)