DEVELOPMENT... OpenML
Run
2102

Run 2102

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 24-04-2014 by Jason
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Flow

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

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
0.8356
Per class
Confusion matrix
F measure
0.8473
Per class
Kappa
0.675
KB relative information score
829224.6017
Mean absolute error
0.06
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8448
Per class
Predictive accuracy
0.85
Prior entropy
2.3219
Ram hours
0
Recall
0.85
Per class
Relative absolute error
0.1875
Root mean prior squared error
0.4
Root mean squared error
0.2449
Root relative squared error
0.6123
Run CPU time
6.88