Run
525810

Run 525810

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 19-02-2016 by Joaquin Vanschoren
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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)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_ptrue

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
0.853
Per class
Confusion matrix
F measure
0.9135
Per class
Kappa
0.7325
KB relative information score
830282
Mean absolute error
0.0849
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9129
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