DEVELOPMENT... OpenML
Run
155469

Run 155469

Task 124 (Supervised Data Stream Classification) BNG(letter,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
0.8062
Per class
Confusion matrix
F measure
0.4311
Per class
Kappa
0.3869
KB relative information score
434307.8041
Mean absolute error
0.0514
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5435
Per class
Predictive accuracy
0.4105
Prior entropy
4.7004
Recall
0.4105
Per class
Relative absolute error
0.6954
Root mean prior squared error
0.1923
Root mean squared error
0.1799
Root relative squared error
0.9353