Run
2087876

Run 2087876

Task 3483 (Supervised Classification) mammography Uploaded 27-04-2017 by Silvia Nunes
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Flow

weka.MultilayerPerceptron(9)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(9)_L0.3
weka.MultilayerPerceptron(9)_M0.2
weka.MultilayerPerceptron(9)_N500
weka.MultilayerPerceptron(9)_V0
weka.MultilayerPerceptron(9)_S0
weka.MultilayerPerceptron(9)_E20
weka.MultilayerPerceptron(9)_Ha

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.

17 Evaluation measures

Area under ROC curve
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1501.6872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.726
Cross-validation details (10-fold Crossvalidation)