Run
543492

Run 543492

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)_k4
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
0.9557
Per class
Confusion matrix
F measure
0.8577
Per class
Kappa
0.775
KB relative information score
495852.5097
Mean absolute error
0.0537
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8626
Per class
Predictive accuracy
0.8623
Prior entropy
2.8074
Recall
0.8623
Per class
Relative absolute error
0.2192
Root mean prior squared error
0.3499
Root mean squared error
0.1685
Root relative squared error
0.4814