Run
1835073

Run 1835073

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.927
Per class
Confusion matrix
F measure
0.8865
Per class
Kappa
0.8536
KB relative information score
871034.5766
Mean absolute error
0.0453
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.887
Per class
Predictive accuracy
0.8867
Prior entropy
2.3219
Recall
0.8867
Per class
Relative absolute error
0.1416
Root mean prior squared error
0.4
Root mean squared error
0.2128
Root relative squared error
0.5321