Run
19990

Run 19990

Task 43 (Supervised Classification) spambase Uploaded 18-06-2014 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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3708.6416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0966
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4916
Cross-validation details (10-fold Crossvalidation)