Run
155518

Run 155518

Task 187 (Supervised Data Stream Classification) BNG(zoo,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
0.6456
Per class
Confusion matrix
F measure
0.3956
Per class
Kappa
0.2359
KB relative information score
361549.6189
Mean absolute error
0.1714
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4901
Per class
Predictive accuracy
0.411
Prior entropy
2.8074
Recall
0.411
Per class
Relative absolute error
0.7
Root mean prior squared error
0.3499
Root mean squared error
0.4068
Root relative squared error
1.1627