DEVELOPMENT... OpenML
Run
166500

Run 166500

Task 171 (Supervised Data Stream Classification) BNG(sick,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
0.701
Per class
Confusion matrix
F measure
0.9091
Per class
KB relative information score
770805.4862
Mean absolute error
0.1301
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.2603
Root mean prior squared error
0.5
Root mean squared error
0.2397
Root relative squared error
0.4793