Run
2207

Run 2207

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 24-04-2014 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
0.2742
Per class
KB relative information score
-109796
Mean absolute error
0.5549
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.1981
Per class
Predictive accuracy
0.4451
Prior entropy
1
Ram hours
0
Recall
0.4451
Per class
Relative absolute error
1.1098
Root mean prior squared error
0.5
Root mean squared error
0.7449
Root relative squared error
1.4898
Run CPU time
7.2