Run
1833582

Run 1833582

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.7827
Per class
Confusion matrix
F measure
0.8679
Per class
Kappa
0.5905
KB relative information score
741858
Mean absolute error
0.1291
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8663
Per class
Predictive accuracy
0.8709
Prior entropy
1
Recall
0.8709
Per class
Relative absolute error
0.2581
Root mean prior squared error
0.5
Root mean squared error
0.3593
Root relative squared error
0.7185