Run
571271

Run 571271

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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
0.7266
Per class
Confusion matrix
F measure
0.5833
Per class
Kappa
0.455
KB relative information score
526158.9312
Mean absolute error
0.1665
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6022
Per class
Predictive accuracy
0.5839
Prior entropy
2.3219
Recall
0.5839
Per class
Relative absolute error
0.5202
Root mean prior squared error
0.4
Root mean squared error
0.408
Root relative squared error
1.02