Run
525660

Run 525660

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g10
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.8529
Per class
Confusion matrix
F measure
0.9135
Per class
Kappa
0.7326
KB relative information score
830288
Mean absolute error
0.0849
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.913
Per class
Predictive accuracy
0.9151
Prior entropy
1
Recall
0.9151
Per class
Relative absolute error
0.1697
Root mean prior squared error
0.5
Root mean squared error
0.2913
Root relative squared error
0.5826