DEVELOPMENT... OpenML
Run
155468

Run 155468

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 11-02-2015 by Jason
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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
0.6222
Per class
Confusion matrix
F measure
0.3178
Per class
Kappa
0.1711
KB relative information score
217267.8073
Mean absolute error
0.2081
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4619
Per class
Predictive accuracy
0.2719
Prior entropy
2.8074
Recall
0.2719
Per class
Relative absolute error
0.8496
Root mean prior squared error
0.3499
Root mean squared error
0.4509
Root relative squared error
1.2887