Run
1811004

Run 1811004

Task 3979 (Supervised Classification) AP_Breast_Colon Uploaded 05-08-2016 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

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
0.4998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3857
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
630
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0005
Cross-validation details (10-fold Crossvalidation)