Run
166498

Run 166498

Task 169 (Supervised Data Stream Classification) BNG(dermatology,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
0.6797
Per class
Confusion matrix
F measure
0.3666
Per class
Kappa
0.3288
KB relative information score
408189.0327
Mean absolute error
0.181
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.3418
Per class
Predictive accuracy
0.4689
Prior entropy
2.585
Recall
0.4689
Per class
Relative absolute error
0.6516
Root mean prior squared error
0.3727
Root mean squared error
0.4171
Root relative squared error
1.1192