Run
571202

Run 571202

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)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.9281
Per class
Confusion matrix
F measure
0.9445
Per class
Kappa
0.8632
KB relative information score
940425.8713
Mean absolute error
0.018
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9438
Per class
Predictive accuracy
0.9459
Prior entropy
2.585
Recall
0.9459
Per class
Relative absolute error
0.0649
Root mean prior squared error
0.3727
Root mean squared error
0.1343
Root relative squared error
0.3602