Run
23866

Run 23866

Task 32 (Supervised Classification) pendigits Uploaded 28-06-2014 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)_L0.5
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
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10342.2607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9742[567.97153489657241011.7904963405887481.2827140100982908.95975824819551749.866600582726]