Run
1835656

Run 1835656

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 27-10-2016 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)_g1000
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
0.804
Per class
Confusion matrix
F measure
0.8006
Per class
Kappa
0.5996
KB relative information score
645912
Mean absolute error
0.2001
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8066
Per class
Predictive accuracy
0.7999
Prior entropy
1
Recall
0.7999
Per class
Relative absolute error
0.4002
Root mean prior squared error
0.5
Root mean squared error
0.4473
Root relative squared error
0.8946