Run
1835633

Run 1835633

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 27-10-2016 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
0.929
Per class
Confusion matrix
F measure
0.8894
Per class
Kappa
0.8573
KB relative information score
874264.9178
Mean absolute error
0.0442
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.89
Per class
Predictive accuracy
0.8896
Prior entropy
2.3219
Recall
0.8896
Per class
Relative absolute error
0.138
Root mean prior squared error
0.4
Root mean squared error
0.2102
Root relative squared error
0.5254