Run
1834977

Run 1834977

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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
0.8865
Per class
Confusion matrix
F measure
0.8248
Per class
Kappa
0.7736
KB relative information score
801163.7879
Mean absolute error
0.0699
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8262
Per class
Predictive accuracy
0.8254
Prior entropy
2.3219
Recall
0.8254
Per class
Relative absolute error
0.2183
Root mean prior squared error
0.4
Root mean squared error
0.2643
Root relative squared error
0.6607