Run
571240

Run 571240

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)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.9188
Per class
Confusion matrix
F measure
0.9203
Per class
Kappa
0.8405
KB relative information score
841304
Mean absolute error
0.0793
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9244
Per class
Predictive accuracy
0.9207
Prior entropy
1
Recall
0.9207
Per class
Relative absolute error
0.1587
Root mean prior squared error
0.5
Root mean squared error
0.2817
Root relative squared error
0.5634