Run
155517

Run 155517

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,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
0.9227
Per class
Confusion matrix
F measure
0.8119
Per class
Kappa
0.7174
KB relative information score
735122.3439
Mean absolute error
0.1337
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8122
Per class
Predictive accuracy
0.8116
Prior entropy
1.585
Recall
0.8116
Per class
Relative absolute error
0.3008
Root mean prior squared error
0.4714
Root mean squared error
0.32
Root relative squared error
0.6789