Run
1062

Run 1062

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) Uploaded 09-04-2014 by Jan van Rijn
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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
0.8606
Per class
Confusion matrix
F measure
0.8623
Per class
Kappa
0.7213
KB relative information score
724648
Mean absolute error
0.1377
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8623
Per class
Predictive accuracy
0.8623
Prior entropy
1
Ram hours
0
Recall
0.8623
Per class
Relative absolute error
0.2754
Root mean prior squared error
0.5
Root mean squared error
0.371
Root relative squared error
0.7421
Run CPU time
6.94