Run
571268

Run 571268

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)_w1
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
0.7265
Per class
Confusion matrix
F measure
0.5826
Per class
Kappa
0.4548
KB relative information score
526425.3745
Mean absolute error
0.1664
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6024
Per class
Predictive accuracy
0.5841
Prior entropy
2.3219
Recall
0.5841
Per class
Relative absolute error
0.5199
Root mean prior squared error
0.4
Root mean squared error
0.4079
Root relative squared error
1.0197