Run
571361

Run 571361

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
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
0.921
Per class
Confusion matrix
F measure
0.941
Per class
Kappa
0.8541
KB relative information score
936814.3164
Mean absolute error
0.0191
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9402
Per class
Predictive accuracy
0.9427
Prior entropy
2.585
Recall
0.9427
Per class
Relative absolute error
0.0688
Root mean prior squared error
0.3727
Root mean squared error
0.1383
Root relative squared error
0.371