DEVELOPMENT... OpenML
Run
155513

Run 155513

Task 184 (Supervised Data Stream Classification) BNG(vowel,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
0.6263
Per class
Confusion matrix
F measure
0.2452
Per class
Kappa
0.1763
KB relative information score
231643.5937
Mean absolute error
0.1369
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.2823
Per class
Predictive accuracy
0.2512
Prior entropy
3.4594
Recall
0.2512
Per class
Relative absolute error
0.828
Root mean prior squared error
0.2875
Root mean squared error
0.3547
Root relative squared error
1.2339