Run
3870

Run 3870

Task 2176 (Supervised Data Stream Classification) liver-disorders Uploaded 30-04-2014 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)_oHINGE
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.

20 Evaluation measures

Area under ROC curve
0.8147
Per class
Confusion matrix
F measure
0.8201
Per class
Kappa
0.6305
KB relative information score
221
Mean absolute error
0.1797
Mean prior absolute error
0.5
Number of instances
345
Per class
Precision
0.82
Per class
Predictive accuracy
0.8203
Prior entropy
1
Ram hours
0
Recall
0.8203
Per class
Relative absolute error
0.3594
Root mean prior squared error
0.5
Root mean squared error
0.4239
Root relative squared error
0.8478
Run CPU time
0.0014