Run
543628

Run 543628

Task 189 (Supervised Data Stream Classification) covertype 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
0.9411
Per class
Confusion matrix
F measure
0.8129
Per class
Kappa
0.7014
KB relative information score
466354.3085
Mean absolute error
0.072
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8204
Per class
Predictive accuracy
0.8195
Prior entropy
2.8074
Recall
0.8195
Per class
Relative absolute error
0.2942
Root mean prior squared error
0.3499
Root mean squared error
0.19
Root relative squared error
0.5429