Run
571285

Run 571285

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)_w1
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
0.7697
Per class
Confusion matrix
F measure
0.8229
Per class
Kappa
0.4907
KB relative information score
630606
Mean absolute error
0.1847
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8359
Per class
Predictive accuracy
0.8153
Prior entropy
1
Recall
0.8153
Per class
Relative absolute error
0.3694
Root mean prior squared error
0.5
Root mean squared error
0.4298
Root relative squared error
0.8595