Run
571395

Run 571395

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
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
0.5799
Per class
Confusion matrix
F measure
0.5963
Per class
Kappa
0.1823
KB relative information score
315314
Mean absolute error
0.3423
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6781
Per class
Predictive accuracy
0.6577
Prior entropy
1
Recall
0.6577
Per class
Relative absolute error
0.6847
Root mean prior squared error
0.5
Root mean squared error
0.5851
Root relative squared error
1.1702