Run
2488

Run 2488

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.SPegasos(1)Moa implementation of SPegasos
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_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.

20 Evaluation measures

Area under ROC curve
0.8169
Per class
Confusion matrix
F measure
0.8158
Per class
Kappa
0.6345
KB relative information score
792831.17
Mean absolute error
0.0728
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8138
Per class
Predictive accuracy
0.8181
Prior entropy
2.3219
Ram hours
0
Recall
0.8181
Per class
Relative absolute error
0.2274
Root mean prior squared error
0.4
Root mean squared error
0.2698
Root relative squared error
0.6744
Run CPU time
6.87