Run
571327

Run 571327

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.9815
Per class
Confusion matrix
F measure
0.9852
Per class
Kappa
0.9552
KB relative information score
970218
Mean absolute error
0.0149
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9853
Per class
Predictive accuracy
0.9851
Prior entropy
1
Recall
0.9851
Per class
Relative absolute error
0.0298
Root mean prior squared error
0.5
Root mean squared error
0.122
Root relative squared error
0.2441