Run
1120366

Run 1120366

Task 3963 (Supervised Classification) AP_Uterus_Kidney Uploaded 13-07-2016 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)_H0

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
0.5097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0147
KB relative information score
-17.5986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4376
Cross-validation details (10-fold Crossvalidation)
Number of instances
384
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9085
Cross-validation details (10-fold Crossvalidation)
Recall
0.5755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3747
Cross-validation details (10-fold Crossvalidation)
Total cost