Run
1834965

Run 1834965

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.8841
Per class
Confusion matrix
F measure
0.8841
Per class
Kappa
0.7683
KB relative information score
868084.3426
Mean absolute error
0.0463
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8842
Per class
Predictive accuracy
0.8841
Prior entropy
2.3219
Recall
0.8841
Per class
Relative absolute error
0.1448
Root mean prior squared error
0.4
Root mean squared error
0.2153
Root relative squared error
0.5382