Run
18908

Run 18908

Task 52 (Supervised Classification) heart-statlog Uploaded 11-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.01
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.9197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7263
Cross-validation details (10-fold Crossvalidation)