Run
570633

Run 570633

Task 189 (Supervised Data Stream Classification) covertype Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9377
Per class
Confusion matrix
F measure
0.922
Per class
Kappa
0.8751
KB relative information score
532406.1897
Mean absolute error
0.0221
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.922
Per class
Predictive accuracy
0.9225
Prior entropy
2.8074
Recall
0.9225
Per class
Relative absolute error
0.0904
Root mean prior squared error
0.3499
Root mean squared error
0.1488
Root relative squared error
0.4253