Run
1790557

Run 1790557

Task 3996 (Supervised Classification) AP_Ovary_Uterus 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)_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
0.4962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0064
KB relative information score
-75.4636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5714
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.4286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5534
Cross-validation details (10-fold Crossvalidation)
Total cost