Run
571365

Run 571365

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)_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
0.9246
Per class
Confusion matrix
F measure
0.8827
Per class
Kappa
0.8487
KB relative information score
866727.0755
Mean absolute error
0.0468
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8832
Per class
Predictive accuracy
0.883
Prior entropy
2.3219
Recall
0.883
Per class
Relative absolute error
0.1463
Root mean prior squared error
0.4
Root mean squared error
0.2164
Root relative squared error
0.5409