Run
1835159

Run 1835159

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)_w10000
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
0.8711
Per class
Confusion matrix
F measure
0.9406
Per class
Kappa
0.8125
KB relative information score
886996
Mean absolute error
0.0565
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9454
Per class
Predictive accuracy
0.9435
Prior entropy
1
Recall
0.9435
Per class
Relative absolute error
0.113
Root mean prior squared error
0.5
Root mean squared error
0.2377
Root relative squared error
0.4754