Run
1834943

Run 1834943

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 25-10-2016 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)_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
0.8695
Per class
Confusion matrix
F measure
0.94
Per class
Kappa
0.8105
KB relative information score
885958
Mean absolute error
0.057
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.945
Per class
Predictive accuracy
0.943
Prior entropy
1
Recall
0.943
Per class
Relative absolute error
0.114
Root mean prior squared error
0.5
Root mean squared error
0.2388
Root relative squared error
0.4776