DEVELOPMENT... OpenML
Run
15750

Run 15750

Task 48 (Supervised Classification) heart-c Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I80
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9011
Per class
F measure
0.8411
Per class
Kappa
0.6791
KB relative information score
144.8648
Mean absolute error
0.1043
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
0.8418
Per class
Predictive accuracy
0.8416
Prior entropy
1.0792
Recall
0.8416
Per class
Relative absolute error
0.5205
Root mean prior squared error
0.315
Root mean squared error
0.224
Root relative squared error
0.7111
SciMark benchmark
946.4017[569.64095994657931013.1203667026068480.2065271424506909.59049649383251759.4501199261804]