Run
3158

Run 3158

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_dfalse
moa.Perceptron(1)_l0.01
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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Confusion matrix
F measure
0.5762
Per class
KB relative information score
399548
Mean absolute error
0.3002
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4897
Per class
Predictive accuracy
0.6998
Prior entropy
1
Ram hours
0
Recall
0.6998
Per class
Relative absolute error
0.6005
Root mean prior squared error
0.5
Root mean squared error
0.5479
Root relative squared error
1.0959
Run CPU time
10.19