Run
571333

Run 571333

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9161
Per class
Confusion matrix
F measure
0.8563
Per class
Kappa
0.8322
KB relative information score
844791.2159
Mean absolute error
0.0411
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8577
Per class
Predictive accuracy
0.8562
Prior entropy
2.8074
Recall
0.8562
Per class
Relative absolute error
0.1678
Root mean prior squared error
0.3499
Root mean squared error
0.2027
Root relative squared error
0.5793