Run
1835548

Run 1835548

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
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
0.9387
Per class
Confusion matrix
F measure
0.9387
Per class
Kappa
0.8774
KB relative information score
877434
Mean absolute error
0.0613
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9387
Per class
Predictive accuracy
0.9387
Prior entropy
1
Recall
0.9387
Per class
Relative absolute error
0.1226
Root mean prior squared error
0.5
Root mean squared error
0.2476
Root relative squared error
0.4951