Run
155466

Run 155466

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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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
0.9726
Per class
Confusion matrix
F measure
0.9331
Per class
Kappa
0.8535
KB relative information score
862221.3824
Mean absolute error
0.0694
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.933
Per class
Predictive accuracy
0.9332
Prior entropy
1
Recall
0.9332
Per class
Relative absolute error
0.1388
Root mean prior squared error
0.5
Root mean squared error
0.2423
Root relative squared error
0.4846