Run
22051

Run 22051

Task 50 (Supervised Classification) heart-h Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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.

19 Evaluation measures

Area under ROC curve
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.1166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0823
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8096
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.5438[540.3471747814706992.5084002640265471.14603042180164876.44267976111591722.2747798055427]