Run
1835088

Run 1835088

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.8603
Per class
Confusion matrix
F measure
0.9359
Per class
Kappa
0.7969
KB relative information score
878794
Mean absolute error
0.0606
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9419
Per class
Predictive accuracy
0.9394
Prior entropy
1
Recall
0.9394
Per class
Relative absolute error
0.1212
Root mean prior squared error
0.5
Root mean squared error
0.2462
Root relative squared error
0.4924