DEVELOPMENT... OpenML
Run
155508

Run 155508

Task 180 (Supervised Data Stream Classification) BNG(vehicle,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
0.749
Per class
Confusion matrix
F measure
0.5547
Per class
Kappa
0.4296
KB relative information score
475009.2335
Mean absolute error
0.2208
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5919
Per class
Predictive accuracy
0.5703
Prior entropy
2
Recall
0.5703
Per class
Relative absolute error
0.5889
Root mean prior squared error
0.433
Root mean squared error
0.4495
Root relative squared error
1.0381