DEVELOPMENT... OpenML
Run
155477

Run 155477

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) 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
0.6139
Per class
Confusion matrix
F measure
0.4556
Per class
Kappa
0.1514
KB relative information score
14385.2395
Mean absolute error
0.3617
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.4553
Per class
Predictive accuracy
0.4604
Prior entropy
1.585
Recall
0.4604
Per class
Relative absolute error
0.8138
Root mean prior squared error
0.4714
Root mean squared error
0.5694
Root relative squared error
1.2079