Run
571449

Run 571449

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.9918
Per class
Confusion matrix
F measure
0.9862
Per class
Kappa
0.9827
KB relative information score
984770.4324
Mean absolute error
0.0046
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9861
Per class
Predictive accuracy
0.9862
Prior entropy
2.585
Recall
0.9862
Per class
Relative absolute error
0.0166
Root mean prior squared error
0.3727
Root mean squared error
0.0679
Root relative squared error
0.1821