Run
543571

Run 543571

Task 189 (Supervised Data Stream Classification) covertype Uploaded 25-03-2016 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)_k5
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
0.9496
Per class
Confusion matrix
F measure
0.8424
Per class
Kappa
0.7487
KB relative information score
481193.209
Mean absolute error
0.0631
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8479
Per class
Predictive accuracy
0.8476
Prior entropy
2.8074
Recall
0.8476
Per class
Relative absolute error
0.2578
Root mean prior squared error
0.3499
Root mean squared error
0.1793
Root relative squared error
0.5125