Run
20881

Run 20881

Task 31 (Supervised Classification) credit-g Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.01
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
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2972
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.2177[563.38522762117461007.0316472325012483.23216931738307909.2750179897271743.1642237068993]