Run
544162

Run 544162

Task 189 (Supervised Data Stream Classification) covertype Uploaded 30-03-2016 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)_k2
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
0.9581
Per class
Confusion matrix
F measure
0.9218
Per class
Kappa
0.8749
KB relative information score
523285.2936
Mean absolute error
0.0335
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
0.1366
Root mean prior squared error
0.3499
Root mean squared error
0.1502
Root relative squared error
0.4291