Run
1835575

Run 1835575

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
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
0.8448
Per class
Confusion matrix
F measure
0.9121
Per class
Kappa
0.7263
KB relative information score
828934
Mean absolute error
0.0855
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9119
Per class
Predictive accuracy
0.9145
Prior entropy
1
Recall
0.9145
Per class
Relative absolute error
0.1711
Root mean prior squared error
0.5
Root mean squared error
0.2925
Root relative squared error
0.5849