Run
1834976

Run 1834976

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9223
Per class
Confusion matrix
F measure
0.8799
Per class
Kappa
0.8449
KB relative information score
863553.6666
Mean absolute error
0.0479
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8807
Per class
Predictive accuracy
0.8802
Prior entropy
2.3219
Recall
0.8802
Per class
Relative absolute error
0.1498
Root mean prior squared error
0.4
Root mean squared error
0.2189
Root relative squared error
0.5473