Run
3416144

Run 3416144

Task 26 (Supervised Classification) nursery Uploaded 01-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultilayerPerceptron(2)Weka implementation of FilteredClassifier
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N100
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.MultilayerPerceptron(8)_Dtrue
weka.FilteredClassifier_MultilayerPerceptron(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultilayerPerceptron(2)_Wweka.classifiers.functions.MultilayerPerceptron

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12400.6991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
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
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1526.1049
UserCPU time millis
12720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12680
Cross-validation details (10-fold Crossvalidation)