Run
1835588

Run 1835588

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)_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
0.8698
Per class
Confusion matrix
F measure
0.9401
Per class
Kappa
0.8108
KB relative information score
886148
Mean absolute error
0.0569
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9451
Per class
Predictive accuracy
0.9431
Prior entropy
1
Recall
0.9431
Per class
Relative absolute error
0.1139
Root mean prior squared error
0.5
Root mean squared error
0.2386
Root relative squared error
0.4772