Run
571171

Run 571171

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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)_g100
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
0.931
Per class
Confusion matrix
F measure
0.8927
Per class
Kappa
0.8616
KB relative information score
878157.9515
Mean absolute error
0.0428
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8933
Per class
Predictive accuracy
0.893
Prior entropy
2.3219
Recall
0.893
Per class
Relative absolute error
0.1338
Root mean prior squared error
0.4
Root mean squared error
0.2069
Root relative squared error
0.5172