Run
167651

Run 167651

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 19-02-2015 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
0.8174
Per class
Confusion matrix
F measure
0.7387
Per class
Kappa
0.4797
KB relative information score
710958.2761
Mean absolute error
0.1066
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7369
Per class
Predictive accuracy
0.7405
Prior entropy
2.3219
Recall
0.7405
Per class
Relative absolute error
0.3331
Root mean prior squared error
0.4
Root mean squared error
0.2968
Root relative squared error
0.7421