Run
1787736

Run 1787736

Task 3988 (Supervised Classification) AP_Endometrium_Lung Uploaded 25-07-2016 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)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1

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
0.4973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5425
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.7652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4402
Cross-validation details (10-fold Crossvalidation)
Number of instances
187
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9129
Cross-validation details (10-fold Crossvalidation)
Recall
0.6738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4688
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.004
Cross-validation details (10-fold Crossvalidation)
Total cost