Run
543695

Run 543695

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)_k7
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
0.9325
Per class
Confusion matrix
F measure
0.7945
Per class
Kappa
0.6699
KB relative information score
451762.0709
Mean absolute error
0.0812
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8048
Per class
Predictive accuracy
0.8018
Prior entropy
2.8074
Recall
0.8018
Per class
Relative absolute error
0.3315
Root mean prior squared error
0.3499
Root mean squared error
0.1992
Root relative squared error
0.5694