Run
2087842

Run 2087842

Task 3652 (Supervised Classification) witmer_census_1980 Uploaded 27-04-2017 by Silvia Nunes
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Flow

weka.MultilayerPerceptron(9)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(9)_L0.3
weka.MultilayerPerceptron(9)_M0.2
weka.MultilayerPerceptron(9)_N500
weka.MultilayerPerceptron(9)_V0
weka.MultilayerPerceptron(9)_S0
weka.MultilayerPerceptron(9)_E20
weka.MultilayerPerceptron(9)_Ha

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
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.3426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
50
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8829
Cross-validation details (10-fold Crossvalidation)