DEVELOPMENT... OpenML
Run
23659

Run 23659

Task 50 (Supervised Classification) heart-h Uploaded 26-06-2014 by Felicia West
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I20
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.8722
Per class
F measure
0.794
Per class
Kappa
0.55
KB relative information score
146.876
Mean absolute error
0.085
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7934
Per class
Predictive accuracy
0.7959
Prior entropy
1.0314
Recall
0.7959
Per class
Relative absolute error
0.4554
Root mean prior squared error
0.3037
Root mean squared error
0.2394
Root relative squared error
0.7882
SciMark benchmark
912.7408[551.8002634079949976.662422486706464.0198247397199881.45259588932371689.768918062378]