Run
1840726

Run 1840726

Task 125966 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Jasper Adegeest
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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)_N50
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H2
weka.MultilayerPerceptron(4)_Rtrue

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
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1199.7579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2051
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9126
Cross-validation details (10-fold Crossvalidation)