DEVELOPMENT... OpenML
Run
168105

Run 168105

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 19-02-2015 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
0.5013
Per class
Confusion matrix
F measure
0.0006
Per class
KB relative information score
-61183.418
Mean absolute error
0.2809
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.0003
Per class
Predictive accuracy
0.0167
Prior entropy
2.8074
Recall
0.0167
Per class
Relative absolute error
1.1472
Root mean prior squared error
0.3499
Root mean squared error
0.5289
Root relative squared error
1.5113