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Run
17569

Run 17569

Task 50 (Supervised Classification) heart-h Uploaded 09-06-2014 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)_I40
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
0.8772
Per class
F measure
0.7914
Per class
Kappa
0.5454
KB relative information score
143.9621
Mean absolute error
0.0869
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
0.7907
Per class
Predictive accuracy
0.7925
Prior entropy
1.0314
Recall
0.7925
Per class
Relative absolute error
0.4654
Root mean prior squared error
0.3037
Root mean squared error
0.2427
Root relative squared error
0.7992
SciMark benchmark
946.7106[569.26911428393041016.3264661877167484.75925509327664904.880888052811758.3172656914378]

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