DEVELOPMENT... OpenML
Run
20044

Run 20044

Task 48 (Supervised Classification) heart-c Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_JRip(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(1)_I160
weka.Bagging_JRip(1)_P100
weka.Bagging_JRip(1)_S1
weka.Bagging_JRip(1)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(1)_num-slots1
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.9
Per class
F measure
0.8339
Per class
Kappa
0.6645
KB relative information score
146.5506
Mean absolute error
0.1035
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8365
Per class
Predictive accuracy
0.835
Prior entropy
1.0792
Recall
0.835
Per class
Relative absolute error
0.5167
Root mean prior squared error
0.315
Root mean squared error
0.2231
Root relative squared error
0.7082
SciMark benchmark
907.4107[562.29550002336991005.4552131217458483.88543266528814909.27509318503251576.1424151846238]