DEVELOPMENT... OpenML
Run
1572

Run 1572

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 23-04-2014 by Jason
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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
0.0393
Per class
KB relative information score
63934.1209
Mean absolute error
0.2832
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.0226
Per class
Predictive accuracy
0.1504
Prior entropy
2.585
Ram hours
0
Recall
0.1504
Per class
Relative absolute error
1.0195
Root mean prior squared error
0.3727
Root mean squared error
0.5322
Root relative squared error
1.428
Run CPU time
7.13