Run
20420

Run 20420

Task 7 (Supervised Classification) audiology 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)_L0.5
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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.5196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0389[558.33565926128391014.4538012229739482.7975877024999909.59057174132591760.0170946291457]