Run
1833646

Run 1833646

Task 2244 (Supervised Data Stream Classification) adult Uploaded 21-10-2016 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,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
0.7676
Per class
Confusion matrix
F measure
0.8338
Per class
Kappa
0.541
KB relative information score
32694
Mean absolute error
0.1653
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.833
Per class
Predictive accuracy
0.8347
Prior entropy
1
Recall
0.8347
Per class
Relative absolute error
0.3306
Root mean prior squared error
0.5
Root mean squared error
0.4066
Root relative squared error
0.8132