Run
2582

Run 2582

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_dfalse
moa.Perceptron(1)_l0.01
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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Confusion matrix
F measure
0.1422
Per class
KB relative information score
233851.2763
Mean absolute error
0.2318
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.0928
Per class
Predictive accuracy
0.3046
Prior entropy
2.585
Ram hours
0
Recall
0.3046
Per class
Relative absolute error
0.8345
Root mean prior squared error
0.3727
Root mean squared error
0.4815
Root relative squared error
1.2919
Run CPU time
13.25