Run
571314

Run 571314

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)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.9137
Per class
Confusion matrix
F measure
0.8667
Per class
Kappa
0.8278
KB relative information score
848572.4896
Mean absolute error
0.0532
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8667
Per class
Predictive accuracy
0.867
Prior entropy
2.3219
Recall
0.867
Per class
Relative absolute error
0.1662
Root mean prior squared error
0.4
Root mean squared error
0.2306
Root relative squared error
0.5766