Run
1831628

Run 1831628

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.SGD(3)Moa implementation of SGD
moa.SGD(3)_l1.0E-4
moa.SGD(3)_r1.0E-4
moa.SGD(3)_oLOGLOSS

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
0.8075
Per class
Confusion matrix
F measure
0.7695
Per class
Kappa
0.2326
KB relative information score
486834.3709
Mean absolute error
0.2721
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7914
Per class
Predictive accuracy
0.8129
Prior entropy
1
Recall
0.8129
Per class
Relative absolute error
0.5443
Root mean prior squared error
0.5
Root mean squared error
0.362
Root relative squared error
0.7241