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Run
23463

Run 23463

Task 52 (Supervised Classification) heart-statlog Uploaded 25-06-2014 by Felicia West
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I160
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.8948
Per class
F measure
0.8143
Per class
Kappa
0.6231
KB relative information score
143.4965
Mean absolute error
0.2414
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8145
Per class
Predictive accuracy
0.8148
Prior entropy
0.9912
Recall
0.8148
Per class
Relative absolute error
0.4889
Root mean prior squared error
0.4969
Root mean squared error
0.3582
Root relative squared error
0.7209
SciMark benchmark
574.4459[383.181156076309914.1152615681848258.98259713231187575.1294918346599740.8211031268127]