DEVELOPMENT... OpenML
Run
1207

Run 1207

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 10-04-2014 by Jason
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Flow

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

20 Evaluation measures

Area under ROC curve
0.5103
Per class
Confusion matrix
F measure
0.0252
Per class
Kappa
0.0205
KB relative information score
31853.986
Mean absolute error
0.1001
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.0295
Per class
Predictive accuracy
0.0493
Prior entropy
4.2479
Ram hours
0
Recall
0.0493
Per class
Relative absolute error
1.0035
Root mean prior squared error
0.2233
Root mean squared error
0.3163
Root relative squared error
1.4167
Run CPU time
14.56