Run
543742

Run 543742

Task 189 (Supervised Data Stream Classification) covertype Uploaded 27-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_ptrue

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
0.9487
Per class
Confusion matrix
F measure
0.8364
Per class
Kappa
0.7375
KB relative information score
469290.6349
Mean absolute error
0.0721
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8418
Per class
Predictive accuracy
0.8406
Prior entropy
2.8074
Recall
0.8406
Per class
Relative absolute error
0.2945
Root mean prior squared error
0.3499
Root mean squared error
0.1846
Root relative squared error
0.5275