DEVELOPMENT... OpenML
Run
167630

Run 167630

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8691
Per class
Confusion matrix
F measure
0.8171
Per class
Kappa
0.6089
KB relative information score
413485.2991
Mean absolute error
0.3135
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.831
Per class
Predictive accuracy
0.824
Prior entropy
1
Recall
0.824
Per class
Relative absolute error
0.6271
Root mean prior squared error
0.5
Root mean squared error
0.38
Root relative squared error
0.7599