Run
1842379

Run 1842379

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Wouter Verlaek
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Flow

weka.MultilayerPerceptron(7)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(7)_L0.3
weka.MultilayerPerceptron(7)_M0.1
weka.MultilayerPerceptron(7)_N40
weka.MultilayerPerceptron(7)_V0
weka.MultilayerPerceptron(7)_S0
weka.MultilayerPerceptron(7)_E20
weka.MultilayerPerceptron(7)_Ha
weka.MultilayerPerceptron(7)_Dtrue

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
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.4835
Cross-validation details (10-fold Crossvalidation)
F measure
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2269.7799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1692
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8931
Cross-validation details (10-fold Crossvalidation)
Total cost
45941
Cross-validation details (10-fold Crossvalidation)