Run
167593

Run 167593

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) 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
0.9185
Per class
Confusion matrix
F measure
0.8403
Per class
Kappa
0.6581
KB relative information score
786824.7802
Mean absolute error
0.0974
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8384
Per class
Predictive accuracy
0.8442
Prior entropy
2.3219
Recall
0.8442
Per class
Relative absolute error
0.3044
Root mean prior squared error
0.4
Root mean squared error
0.2117
Root relative squared error
0.5294