DEVELOPMENT... OpenML
Run
167606

Run 167606

Task 180 (Supervised Data Stream Classification) BNG(vehicle,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
0.5185
Per class
Confusion matrix
F measure
0.1598
Per class
Kappa
0.0224
KB relative information score
137435.4443
Mean absolute error
0.368
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.2075
Per class
Predictive accuracy
0.2726
Prior entropy
2
Recall
0.2726
Per class
Relative absolute error
0.9814
Root mean prior squared error
0.433
Root mean squared error
0.5299
Root relative squared error
1.2237