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Run 22668

Task 5 (Supervised Classification) arrhythmia Uploaded 22-06-2014 by Felicia West
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weka.AdaBoostM1_MultilayerPerceptron(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_MultilayerPerceptron(1)_I20
weka.AdaBoostM1_MultilayerPerceptron(1)_P100
weka.AdaBoostM1_MultilayerPerceptron(1)_S1
weka.AdaBoostM1_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron
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
0.8366
Per class
F measure
0.6546
Per class
Kappa
0.4954
KB relative information score
218.2916
Mean absolute error
0.0435
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6399
Per class
Predictive accuracy
0.677
Prior entropy
2.5222
Recall
0.677
Per class
Relative absolute error
0.5089
Root mean prior squared error
0.2055
Root mean squared error
0.1848
Root relative squared error
0.8994
SciMark benchmark
935.7014[562.29550002336991012.5880246437401472.1819953046527887.72094109212331743.7207492169434]