Run
571113

Run 571113

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
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
0.8047
Per class
Confusion matrix
F measure
0.8015
Per class
Kappa
0.6011
KB relative information score
647714
Mean absolute error
0.1992
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8072
Per class
Predictive accuracy
0.8008
Prior entropy
1
Recall
0.8008
Per class
Relative absolute error
0.3985
Root mean prior squared error
0.5
Root mean squared error
0.4464
Root relative squared error
0.8927