Run
543665

Run 543665

Task 7275 (Supervised Data Stream Classification) airlines Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(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
0.7085
Per class
Confusion matrix
F measure
0.6082
Per class
Kappa
0.2458
KB relative information score
148993.7203
Mean absolute error
0.3662
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6877
Per class
Predictive accuracy
0.6494
Prior entropy
1
Recall
0.6494
Per class
Relative absolute error
0.7323
Root mean prior squared error
0.5
Root mean squared error
0.4966
Root relative squared error
0.9931