DEVELOPMENT... OpenML
Run
166481

Run 166481

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 18-02-2015 by Jason
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Flow

moa.SGD(1)Moa implementation of SGD
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oLOGLOSS
moa.SGD(1)_r1.0E-4

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
0.9149
Per class
Confusion matrix
F measure
0.8458
Per class
Kappa
0.6656
KB relative information score
543874.3336
Mean absolute error
0.2452
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8483
Per class
Predictive accuracy
0.8486
Prior entropy
1
Recall
0.8486
Per class
Relative absolute error
0.4903
Root mean prior squared error
0.5
Root mean squared error
0.3339
Root relative squared error
0.6678