Run
166488

Run 166488

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 18-02-2015 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)_oLOGLOSS
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.

18 Evaluation measures

Area under ROC curve
0.5703
Per class
Confusion matrix
F measure
0.1115
Per class
Kappa
0.0924
KB relative information score
151042.1566
Mean absolute error
0.1643
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1107
Per class
Predictive accuracy
0.1872
Prior entropy
3.3219
Recall
0.1872
Per class
Relative absolute error
0.913
Root mean prior squared error
0.3
Root mean squared error
0.3955
Root relative squared error
1.3183