Run
571036

Run 571036

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
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
0.8526
Per class
Confusion matrix
F measure
0.7343
Per class
Kappa
0.7053
KB relative information score
722605.5053
Mean absolute error
0.0531
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7341
Per class
Predictive accuracy
0.7347
Prior entropy
3.3219
Recall
0.7347
Per class
Relative absolute error
0.2947
Root mean prior squared error
0.3
Root mean squared error
0.2303
Root relative squared error
0.7678