DEVELOPMENT... OpenML
Run
16353

Run 16353

Task 29 (Supervised Classification) credit-approval Uploaded 04-06-2014 by Felicia West
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.05
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
0.8971
Per class
F measure
0.8223
Per class
Kappa
0.6392
KB relative information score
430.1939
Mean absolute error
0.1873
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
0.8234
Per class
Predictive accuracy
0.8232
Prior entropy
0.9913
Recall
0.8232
Per class
Relative absolute error
0.3791
Root mean prior squared error
0.497
Root mean squared error
0.3809
Root relative squared error
0.7665
SciMark benchmark
927.459[553.90300000927941012.8541891899986480.6364546036713883.23452064610151706.6666412353518]