Run
155501

Run 155501

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 11-02-2015 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
0.8816
Per class
Confusion matrix
F measure
0.858
Per class
Kappa
0.6927
KB relative information score
715823.1928
Mean absolute error
0.1423
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8589
Per class
Predictive accuracy
0.8597
Prior entropy
1
Recall
0.8597
Per class
Relative absolute error
0.2845
Root mean prior squared error
0.5
Root mean squared error
0.3638
Root relative squared error
0.7276