Run
544222

Run 544222

Task 189 (Supervised Data Stream Classification) covertype Uploaded 31-03-2016 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)_k1
moa.BlastDecayed(1)_ptrue

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
0.9375
Per class
Confusion matrix
F measure
0.9218
Per class
Kappa
0.8749
KB relative information score
532309.0601
Mean absolute error
0.0222
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9218
Per class
Predictive accuracy
0.9223
Prior entropy
2.8074
Recall
0.9223
Per class
Relative absolute error
0.0906
Root mean prior squared error
0.3499
Root mean squared error
0.149
Root relative squared error
0.4257