DEVELOPMENT... OpenML
Run
155474

Run 155474

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 11-02-2015 by Jason
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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
0.4993
Per class
Confusion matrix
F measure
0.0917
Per class
Kappa
-0
KB relative information score
44384.1734
Mean absolute error
0.2892
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.316
Per class
Predictive accuracy
0.1324
Prior entropy
2.585
Recall
0.1324
Per class
Relative absolute error
1.0411
Root mean prior squared error
0.3727
Root mean squared error
0.5369
Root relative squared error
1.4408