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Run
23088

Run 23088

Task 54 (Supervised Classification) hepatitis Uploaded 23-06-2014 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)_I40
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.

17 Evaluation measures

Area under ROC curve
0.8529
Per class
F measure
0.862
Per class
Kappa
0.5717
KB relative information score
52.4896
Mean absolute error
0.1927
Mean prior absolute error
0.3299
Number of instances
155
Per class
Precision
0.8604
Per class
Predictive accuracy
0.8645
Prior entropy
0.7418
Recall
0.8645
Per class
Relative absolute error
0.5843
Root mean prior squared error
0.4048
Root mean squared error
0.3431
Root relative squared error
0.8476