Run
1835358

Run 1835358

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g10
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
0.8659
Per class
Confusion matrix
F measure
0.8419
Per class
Kappa
0.7355
KB relative information score
1219545.6392
Mean absolute error
0.031
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8435
Per class
Predictive accuracy
0.845
Prior entropy
3.3219
Recall
0.845
Per class
Relative absolute error
0.1723
Root mean prior squared error
0.3
Root mean squared error
0.1761
Root relative squared error
0.587