Run
571179

Run 571179

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g100
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.833
Per class
Confusion matrix
F measure
0.696
Per class
Kappa
0.6661
KB relative information score
684354.5143
Mean absolute error
0.0552
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6957
Per class
Predictive accuracy
0.6964
Prior entropy
3.4594
Recall
0.6964
Per class
Relative absolute error
0.3339
Root mean prior squared error
0.2875
Root mean squared error
0.2349
Root relative squared error
0.8172