Run
13045

Run 13045

Task 26 (Supervised Classification) nursery Uploaded 22-05-2014 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)_L0.3
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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12872.4242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0736
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9952[563.38518423567831016.0585376856843490.2930575092265910.22226140528711760.0170946291457]