Run
155486

Run 155486

Task 166 (Supervised Data Stream Classification) BNG(credit-g,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
0.7156
Per class
Confusion matrix
F measure
0.7459
Per class
Kappa
0.3729
KB relative information score
522841.7625
Mean absolute error
0.2387
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7497
Per class
Predictive accuracy
0.7628
Prior entropy
1
Recall
0.7628
Per class
Relative absolute error
0.4773
Root mean prior squared error
0.5
Root mean squared error
0.4739
Root relative squared error
0.9478