Run
1833801

Run 1833801

Task 2244 (Supervised Data Stream Classification) adult Uploaded 22-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
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
0.7566
Per class
Confusion matrix
F measure
0.8382
Per class
Kappa
0.5438
KB relative information score
33528
Mean absolute error
0.1568
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8365
Per class
Predictive accuracy
0.8432
Prior entropy
1
Recall
0.8432
Per class
Relative absolute error
0.3135
Root mean prior squared error
0.5
Root mean squared error
0.3959
Root relative squared error
0.7919