Run
571160

Run 571160

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_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
0.9423
Per class
Confusion matrix
F measure
0.9492
Per class
Kappa
0.8849
KB relative information score
898504
Mean absolute error
0.0507
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9492
Per class
Predictive accuracy
0.9493
Prior entropy
1
Recall
0.9493
Per class
Relative absolute error
0.1015
Root mean prior squared error
0.5
Root mean squared error
0.2253
Root relative squared error
0.4505