Run
22869

Run 22869

Task 27 (Supervised Classification) colic Uploaded 23-06-2014 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)_L0.1
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
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
211.8191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
909.8508[501.5068077358783987.4225304983287439.69773242351187887.42044799771161733.2063769163399]