Run
155506

Run 155506

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.Perceptron(1)Moa implementation of Perceptron
moa.Perceptron(1)_l1.0
moa.Perceptron(1)_r1

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
0.9299
Per class
Confusion matrix
F measure
0.8651
Per class
Kappa
0.7267
KB relative information score
725362.3574
Mean absolute error
0.1378
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.865
Per class
Predictive accuracy
0.8651
Prior entropy
1
Recall
0.8651
Per class
Relative absolute error
0.2757
Root mean prior squared error
0.5
Root mean squared error
0.3481
Root relative squared error
0.6961