Run
571125

Run 571125

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.989
Per class
Confusion matrix
F measure
0.989
Per class
Kappa
0.9779
KB relative information score
977936
Mean absolute error
0.011
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.989
Per class
Predictive accuracy
0.989
Prior entropy
1
Recall
0.989
Per class
Relative absolute error
0.0221
Root mean prior squared error
0.5
Root mean squared error
0.105
Root relative squared error
0.2101