Run
524586

Run 524586

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.9846
Per class
Confusion matrix
F measure
0.9433
Per class
Kappa
0.8613
KB relative information score
932162.6154
Mean absolute error
0.0249
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9425
Per class
Predictive accuracy
0.9449
Prior entropy
2.585
Recall
0.9449
Per class
Relative absolute error
0.0898
Root mean prior squared error
0.3727
Root mean squared error
0.1198
Root relative squared error
0.3214