Run
155472

Run 155472

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.8991
Per class
Confusion matrix
F measure
0.8352
Per class
Kappa
0.6937
KB relative information score
805577.0963
Mean absolute error
0.0827
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8359
Per class
Predictive accuracy
0.8378
Prior entropy
2
Recall
0.8378
Per class
Relative absolute error
0.2206
Root mean prior squared error
0.433
Root mean squared error
0.2716
Root relative squared error
0.6272