Run
571366

Run 571366

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)_w100
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
0.9306
Per class
Confusion matrix
F measure
0.8921
Per class
Kappa
0.8608
KB relative information score
877392.7808
Mean absolute error
0.0431
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8926
Per class
Predictive accuracy
0.8923
Prior entropy
2.3219
Recall
0.8923
Per class
Relative absolute error
0.1346
Root mean prior squared error
0.4
Root mean squared error
0.2075
Root relative squared error
0.5188