Run
1665739

Run 1665739

Task 9976 (Supervised Classification) madelon Uploaded 20-07-2016 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)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_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
0.6691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
634.9729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3788
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5741
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1482
Cross-validation details (10-fold Crossvalidation)