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Run
22522

Run 22522

Task 29 (Supervised Classification) credit-approval Uploaded 22-06-2014 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
0.9146
Per class
F measure
0.8595
Per class
Kappa
0.7157
KB relative information score
446.9946
Mean absolute error
0.1813
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8596
Per class
Predictive accuracy
0.8594
Prior entropy
0.9913
Recall
0.8594
Per class
Relative absolute error
0.3671
Root mean prior squared error
0.497
Root mean squared error
0.3316
Root relative squared error
0.6673
SciMark benchmark
935.8[515.89492497814911014.9881711071126477.85573387886615913.07556704216551757.1857345400422]