Run
571251

Run 571251

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
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
0.8009
Per class
Confusion matrix
F measure
0.8163
Per class
Kappa
0.6101
KB relative information score
635484
Mean absolute error
0.1823
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8163
Per class
Predictive accuracy
0.8177
Prior entropy
1
Recall
0.8177
Per class
Relative absolute error
0.3645
Root mean prior squared error
0.5
Root mean squared error
0.4269
Root relative squared error
0.8538