Run
1835066

Run 1835066

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.9189
Per class
Confusion matrix
F measure
0.9306
Per class
Kappa
0.8473
KB relative information score
862066
Mean absolute error
0.069
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9308
Per class
Predictive accuracy
0.931
Prior entropy
1
Recall
0.931
Per class
Relative absolute error
0.1379
Root mean prior squared error
0.5
Root mean squared error
0.2626
Root relative squared error
0.5252