Run
178701

Run 178701

Task 7370 (Supervised Data Stream Classification) BNG(audiology,5000,10) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_l1.0
moa.Perceptron(1)_r1

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.

18 Evaluation measures

Area under ROC curve
0.9416
Per class
Confusion matrix
F measure
0.7705
Per class
Kappa
0.7371
KB relative information score
782166.6908
Mean absolute error
0.0207
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.7775
Per class
Predictive accuracy
0.7722
Prior entropy
4.585
Recall
0.7722
Per class
Relative absolute error
0.2595
Root mean prior squared error
0.1998
Root mean squared error
0.1281
Root relative squared error
0.6413