Run
1831667

Run 1831667

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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)_oHINGE

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
0.6481
Per class
Confusion matrix
F measure
0.6508
Per class
Kappa
0.295
KB relative information score
300436
Mean absolute error
0.3498
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6518
Per class
Predictive accuracy
0.6502
Prior entropy
1
Recall
0.6502
Per class
Relative absolute error
0.6996
Root mean prior squared error
0.5
Root mean squared error
0.5914
Root relative squared error
1.1828