Run
571187

Run 571187

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8661
Per class
Confusion matrix
F measure
0.88
Per class
Kappa
0.7449
KB relative information score
762326
Mean absolute error
0.1188
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8811
Per class
Predictive accuracy
0.8812
Prior entropy
1
Recall
0.8812
Per class
Relative absolute error
0.2377
Root mean prior squared error
0.5
Root mean squared error
0.3447
Root relative squared error
0.6895