Run
20144

Run 20144

Task 38 (Supervised Classification) ecoli 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)_L0.05
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
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.5091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0603
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.7411[562.65824500357811001.2756661255861482.58056402979616903.32178822466971613.86927202387]