Run
1837453

Run 1837453

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.8947
Per class
Confusion matrix
F measure
0.8394
Per class
Kappa
0.6825
KB relative information score
60719.8341
Mean absolute error
0.1993
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8579
Per class
Predictive accuracy
0.8413
Prior entropy
1
Recall
0.8413
Per class
Relative absolute error
0.3985
Root mean prior squared error
0.5
Root mean squared error
0.3611
Root relative squared error
0.7222