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Run
22058

Run 22058

Task 52 (Supervised Classification) heart-statlog Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_MultilayerPerceptron(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_MultilayerPerceptron(1)_I160
weka.Bagging_MultilayerPerceptron(1)_P100
weka.Bagging_MultilayerPerceptron(1)_S1
weka.Bagging_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron
weka.Bagging_MultilayerPerceptron(1)_num-slots1
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.3
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

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
0.6803
Per class
F measure
0.582
Per class
Kappa
0.2027
KB relative information score
30.2185
Mean absolute error
0.4443
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
0.6232
Per class
Predictive accuracy
0.5889
Prior entropy
0.9912
Recall
0.5889
Per class
Relative absolute error
0.8995
Root mean prior squared error
0.4969
Root mean squared error
0.4978
Root relative squared error
1.0017
SciMark benchmark
943.3048[562.83983636088461013.919993711725481.28276544297296910.85475360997441747.6266666666663]