DEVELOPMENT... OpenML
Run
19459

Run 19459

Task 5 (Supervised Classification) arrhythmia Uploaded 14-06-2014 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
0.8641
Per class
F measure
0.6736
Per class
Kappa
0.5285
KB relative information score
231.5406
Mean absolute error
0.0448
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
0.6688
Per class
Predictive accuracy
0.7124
Prior entropy
2.5222
Recall
0.7124
Per class
Relative absolute error
0.5235
Root mean prior squared error
0.2055
Root mean squared error
0.1647
Root relative squared error
0.8016
SciMark benchmark
945.2365[556.02186590270571015.52310425331483.6674820550281914.34953743383911756.6205822745662]