Run
571260

Run 571260

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)_w1
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
0.7583
Per class
Confusion matrix
F measure
0.7953
Per class
Kappa
0.4685
KB relative information score
27998
Mean absolute error
0.2134
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8121
Per class
Predictive accuracy
0.7866
Prior entropy
1
Recall
0.7866
Per class
Relative absolute error
0.4268
Root mean prior squared error
0.5
Root mean squared error
0.4619
Root relative squared error
0.9239