Run
13306

Run 13306

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.7225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.3688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2704
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
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.52
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0464
Cross-validation details (10-fold Crossvalidation)