Run
525485

Run 525485

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)_g1
moa.BlastDecayed(1)_k1
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
0.9367
Per class
Confusion matrix
F measure
0.9213
Per class
Kappa
0.8738
KB relative information score
531934.5715
Mean absolute error
0.0224
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9212
Per class
Predictive accuracy
0.9217
Prior entropy
2.8074
Recall
0.9217
Per class
Relative absolute error
0.0913
Root mean prior squared error
0.3499
Root mean squared error
0.1495
Root relative squared error
0.4273