Run
1814773

Run 1814773

Task 3962 (Supervised Classification) OVA_Breast Uploaded 04-09-2016 by Jan van Rijn
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H10, 10

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
0.4981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-116.121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0008
Cross-validation details (10-fold Crossvalidation)