Run
155503

Run 155503

Task 176 (Supervised Data Stream Classification) BNG(heart-c,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
0.8985
Per class
Confusion matrix
F measure
0.8219
Per class
Kappa
0.6468
KB relative information score
801896.1528
Mean absolute error
0.0735
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.821
Per class
Predictive accuracy
0.8242
Prior entropy
2.3219
Recall
0.8242
Per class
Relative absolute error
0.2298
Root mean prior squared error
0.4
Root mean squared error
0.2453
Root relative squared error
0.6132