Run
571206

Run 571206

Task 2244 (Supervised Data Stream Classification) adult Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.7633
Per class
Confusion matrix
F measure
0.8385
Per class
Kappa
0.548
KB relative information score
33392
Mean absolute error
0.1582
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8366
Per class
Predictive accuracy
0.8418
Prior entropy
1
Recall
0.8418
Per class
Relative absolute error
0.3163
Root mean prior squared error
0.5
Root mean squared error
0.3977
Root relative squared error
0.7954