Run
571452

Run 571452

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.8451
Per class
Confusion matrix
F measure
0.8445
Per class
Kappa
0.6902
KB relative information score
68002
Mean absolute error
0.1549
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8504
Per class
Predictive accuracy
0.8451
Prior entropy
1
Recall
0.8451
Per class
Relative absolute error
0.3098
Root mean prior squared error
0.5
Root mean squared error
0.3936
Root relative squared error
0.7872