Run
1835058

Run 1835058

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8514
Per class
Confusion matrix
F measure
0.7321
Per class
Kappa
0.7028
KB relative information score
720290.1982
Mean absolute error
0.0535
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.732
Per class
Predictive accuracy
0.7325
Prior entropy
3.3219
Recall
0.7325
Per class
Relative absolute error
0.2972
Root mean prior squared error
0.3
Root mean squared error
0.2313
Root relative squared error
0.771