Run
1098

Run 1098

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.8334
Per class
Confusion matrix
F measure
0.8483
Per class
Kappa
0.676
KB relative information score
831103.3691
Mean absolute error
0.0593
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.846
Per class
Predictive accuracy
0.8517
Prior entropy
2.3219
Ram hours
0
Recall
0.8517
Per class
Relative absolute error
0.1854
Root mean prior squared error
0.4
Root mean squared error
0.2436
Root relative squared error
0.609
Run CPU time
6.67