Run
1835081

Run 1835081

Task 2244 (Supervised Data Stream Classification) adult Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.7519
Per class
Confusion matrix
F measure
0.8274
Per class
Kappa
0.519
KB relative information score
32240
Mean absolute error
0.17
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8255
Per class
Predictive accuracy
0.83
Prior entropy
1
Recall
0.83
Per class
Relative absolute error
0.3399
Root mean prior squared error
0.5
Root mean squared error
0.4123
Root relative squared error
0.8245