Run
543435

Run 543435

Task 189 (Supervised Data Stream Classification) covertype Uploaded 24-03-2016 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)_k3
moa.BlastDecayed(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
0.959
Per class
Confusion matrix
F measure
0.8888
Per class
Kappa
0.8224
KB relative information score
510892.3228
Mean absolute error
0.0431
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.89
Per class
Predictive accuracy
0.8907
Prior entropy
2.8074
Recall
0.8907
Per class
Relative absolute error
0.1762
Root mean prior squared error
0.3499
Root mean squared error
0.158
Root relative squared error
0.4514