Run
1836906

Run 1836906

Task 189 (Supervised Data Stream Classification) covertype 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)_k6
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
0.9481
Per class
Confusion matrix
F measure
0.8248
Per class
Kappa
0.7208
KB relative information score
471418.9286
Mean absolute error
0.0699
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8317
Per class
Predictive accuracy
0.831
Prior entropy
2.8074
Recall
0.831
Per class
Relative absolute error
0.2853
Root mean prior squared error
0.3499
Root mean squared error
0.1847
Root relative squared error
0.5277