Run
525554

Run 525554

Task 189 (Supervised Data Stream Classification) covertype Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g100
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
0.9337
Per class
Confusion matrix
F measure
0.9175
Per class
Kappa
0.8679
KB relative information score
529635.8376
Mean absolute error
0.0234
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9174
Per class
Predictive accuracy
0.9181
Prior entropy
2.8074
Recall
0.9181
Per class
Relative absolute error
0.0956
Root mean prior squared error
0.3499
Root mean squared error
0.153
Root relative squared error
0.4372