Run
15356

Run 15356

Task 52 (Supervised Classification) heart-statlog Uploaded 04-06-2014 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)_I10
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
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.6091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3219
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
932.5062[561.93322246417441011.5248904760083467.86139427096174864.59101053146421756.6205822745662]