Run
1835083

Run 1835083

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.769
Per class
Confusion matrix
F measure
0.6397
Per class
Kappa
0.5383
KB relative information score
581827.8044
Mean absolute error
0.1732
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6379
Per class
Predictive accuracy
0.6537
Prior entropy
2
Recall
0.6537
Per class
Relative absolute error
0.4617
Root mean prior squared error
0.433
Root mean squared error
0.4161
Root relative squared error
0.961