Run
571290

Run 571290

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)_w10
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
0.9411
Per class
Confusion matrix
F measure
0.9422
Per class
Kappa
0.8843
KB relative information score
884746
Mean absolute error
0.0576
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9441
Per class
Predictive accuracy
0.9424
Prior entropy
1
Recall
0.9424
Per class
Relative absolute error
0.1153
Root mean prior squared error
0.5
Root mean squared error
0.2401
Root relative squared error
0.4801