Run
571293

Run 571293

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.8769
Per class
Confusion matrix
F measure
0.8888
Per class
Kappa
0.7578
KB relative information score
778220
Mean absolute error
0.1109
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8887
Per class
Predictive accuracy
0.8891
Prior entropy
1
Recall
0.8891
Per class
Relative absolute error
0.2218
Root mean prior squared error
0.5
Root mean squared error
0.333
Root relative squared error
0.666