Run
1834881

Run 1834881

Task 2227 (Supervised Data Stream Classification) iris Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.925
Per class
Confusion matrix
F measure
0.899
Per class
Kappa
0.85
KB relative information score
129.4639
Mean absolute error
0.0667
Mean prior absolute error
0.4444
Number of instances
150
Per class
Precision
0.9133
Per class
Predictive accuracy
0.9
Prior entropy
1.585
Recall
0.9
Per class
Relative absolute error
0.15
Root mean prior squared error
0.4714
Root mean squared error
0.2582
Root relative squared error
0.5477