Run
1834909

Run 1834909

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 25-10-2016 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)_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
0.9382
Per class
Confusion matrix
F measure
0.9382
Per class
Kappa
0.8763
KB relative information score
929592.9086
Mean absolute error
0.0247
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9382
Per class
Predictive accuracy
0.9382
Prior entropy
2.3219
Recall
0.9382
Per class
Relative absolute error
0.0773
Root mean prior squared error
0.4
Root mean squared error
0.1573
Root relative squared error
0.3932