Run
571364

Run 571364

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)_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
0.9059
Per class
Confusion matrix
F measure
0.8545
Per class
Kappa
0.812
KB relative information score
834766.3961
Mean absolute error
0.058
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8545
Per class
Predictive accuracy
0.8549
Prior entropy
2.3219
Recall
0.8549
Per class
Relative absolute error
0.1814
Root mean prior squared error
0.4
Root mean squared error
0.2409
Root relative squared error
0.6023