Run
571312

Run 571312

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8371
Per class
Confusion matrix
F measure
0.7059
Per class
Kappa
0.6742
KB relative information score
693350.4395
Mean absolute error
0.0586
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7055
Per class
Predictive accuracy
0.7068
Prior entropy
3.3219
Recall
0.7068
Per class
Relative absolute error
0.3258
Root mean prior squared error
0.3
Root mean squared error
0.2422
Root relative squared error
0.8072