Run
1835643

Run 1835643

Task 7275 (Supervised Data Stream Classification) airlines 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
0.653
Per class
Confusion matrix
F measure
0.6607
Per class
Kappa
0.3145
KB relative information score
183825
Mean absolute error
0.3296
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6719
Per class
Predictive accuracy
0.6704
Prior entropy
1
Recall
0.6704
Per class
Relative absolute error
0.6592
Root mean prior squared error
0.5
Root mean squared error
0.5741
Root relative squared error
1.1482