DEVELOPMENT... OpenML
Run
155500

Run 155500

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.6563
Per class
Confusion matrix
F measure
0.6059
Per class
Kappa
0.1781
KB relative information score
199507.5094
Mean absolute error
0.406
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6332
Per class
Predictive accuracy
0.6439
Prior entropy
1
Recall
0.6439
Per class
Relative absolute error
0.812
Root mean prior squared error
0.5
Root mean squared error
0.4624
Root relative squared error
0.9247