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Run
6746

Run 6746

Task 52 (Supervised Classification) heart-statlog Uploaded 21-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I50
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8894
Per class
F measure
0.8248
Per class
Kappa
0.6442
KB relative information score
124.6834
Mean absolute error
0.2829
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
0.8265
Per class
Predictive accuracy
0.8259
Prior entropy
0.9912
Recall
0.8259
Per class
Relative absolute error
0.5729
Root mean prior squared error
0.4969
Root mean squared error
0.3638
Root relative squared error
0.7322
SciMark benchmark
912.4066[569.64095994657931015.7906865781697484.75925509327664910.22218605324211581.6198160243612]