Run
1831616

Run 1831616

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.8541
Per class
Confusion matrix
F measure
0.8395
Per class
Kappa
0.5004
KB relative information score
633114.8082
Mean absolute error
0.1903
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8369
Per class
Predictive accuracy
0.8439
Prior entropy
1
Recall
0.8439
Per class
Relative absolute error
0.3807
Root mean prior squared error
0.5
Root mean squared error
0.3426
Root relative squared error
0.6852