Run
571298

Run 571298

Task 189 (Supervised Data Stream Classification) covertype 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
0.9267
Per class
Confusion matrix
F measure
0.9083
Per class
Kappa
0.8526
KB relative information score
523557.6831
Mean absolute error
0.0262
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9084
Per class
Predictive accuracy
0.9084
Prior entropy
2.8074
Recall
0.9084
Per class
Relative absolute error
0.1069
Root mean prior squared error
0.3499
Root mean squared error
0.1618
Root relative squared error
0.4624