Run
1835626

Run 1835626

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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)_g1000
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
0.9247
Per class
Confusion matrix
F measure
0.8829
Per class
Kappa
0.8489
KB relative information score
866902.4271
Mean absolute error
0.0468
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8834
Per class
Predictive accuracy
0.8831
Prior entropy
2.3219
Recall
0.8831
Per class
Relative absolute error
0.1461
Root mean prior squared error
0.4
Root mean squared error
0.2162
Root relative squared error
0.5406