Run
571307

Run 571307

Task 198 (Supervised Data Stream Classification) RandomRBF_50_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)_w10
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
0.9233
Per class
Confusion matrix
F measure
0.8814
Per class
Kappa
0.8468
KB relative information score
865209.2592
Mean absolute error
0.0474
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8822
Per class
Predictive accuracy
0.8816
Prior entropy
2.3219
Recall
0.8816
Per class
Relative absolute error
0.148
Root mean prior squared error
0.4
Root mean squared error
0.2176
Root relative squared error
0.544