Run
1165

Run 1165

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,nominal,1000000) Uploaded 10-04-2014 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
0.5485
Per class
Confusion matrix
F measure
0.1095
Per class
Kappa
0.0971
KB relative information score
150472.628
Mean absolute error
0.1625
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1028
Per class
Predictive accuracy
0.1876
Prior entropy
3.3219
Ram hours
0
Recall
0.1876
Per class
Relative absolute error
0.9026
Root mean prior squared error
0.3
Root mean squared error
0.4031
Root relative squared error
1.3436
Run CPU time
19.4