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Run
23928

Run 23928

Task 2071 (Supervised Classification) adult Uploaded 29-06-2014 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)_I20
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
0.9121
Per class
F measure
0.8564
Per class
Kappa
0.5976
KB relative information score
24883.2239
Mean absolute error
0.1645
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8551
Per class
Predictive accuracy
0.8597
Prior entropy
0.7939
Recall
0.8597
Per class
Relative absolute error
0.4519
Root mean prior squared error
0.4266
Root mean squared error
0.3211
Root relative squared error
0.7527
SciMark benchmark
893.259[527.5985006106905962.5150587036641457.49542741942486863.73638414000381654.9495188628714]