Run
1835068

Run 1835068

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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
0.8988
Per class
Confusion matrix
F measure
0.8924
Per class
Kappa
0.799
KB relative information score
870689.2321
Mean absolute error
0.0535
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8925
Per class
Predictive accuracy
0.8929
Prior entropy
2
Recall
0.8929
Per class
Relative absolute error
0.1428
Root mean prior squared error
0.433
Root mean squared error
0.2314
Root relative squared error
0.5344