Run
1834971

Run 1834971

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8375
Per class
Confusion matrix
F measure
0.7067
Per class
Kappa
0.675
KB relative information score
694101.2934
Mean absolute error
0.0585
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7063
Per class
Predictive accuracy
0.7075
Prior entropy
3.3219
Recall
0.7075
Per class
Relative absolute error
0.325
Root mean prior squared error
0.3
Root mean squared error
0.2419
Root relative squared error
0.8062