Run
155488

Run 155488

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.93
Per class
Confusion matrix
F measure
0.8061
Per class
Kappa
0.7883
KB relative information score
804633.5896
Mean absolute error
0.0407
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8139
Per class
Predictive accuracy
0.8095
Prior entropy
3.3219
Recall
0.8095
Per class
Relative absolute error
0.2264
Root mean prior squared error
0.3
Root mean squared error
0.1865
Root relative squared error
0.6216