Run
155483

Run 155483

Task 164 (Supervised Data Stream Classification) BNG(credit-a,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
0.8935
Per class
Confusion matrix
F measure
0.8565
Per class
Kappa
0.7104
KB relative information score
708486.859
Mean absolute error
0.1459
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8578
Per class
Predictive accuracy
0.8562
Prior entropy
1
Recall
0.8562
Per class
Relative absolute error
0.2919
Root mean prior squared error
0.5
Root mean squared error
0.3665
Root relative squared error
0.7329