Run
2892690

Run 2892690

Task 32 (Supervised Classification) pendigits Uploaded 27-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_MultilayerPerceptron(1)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.AttributeSelectedClassifier_MultilayerPerceptron(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultilayerPerceptron(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultilayerPerceptron(2)_Wweka.classifiers.functions.MultilayerPerceptron
weka.FilteredClassifier_AttributeSelectedClassifier_MultilayerPerceptron(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_MultilayerPerceptron(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9770.0099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0301
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1447.991
UserCPU time millis
8110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8020
Cross-validation details (10-fold Crossvalidation)