Run
571196

Run 571196

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

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.9367
Per class
Confusion matrix
F measure
0.9208
Per class
Kappa
0.8732
KB relative information score
531656.1333
Mean absolute error
0.0225
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9207
Per class
Predictive accuracy
0.9213
Prior entropy
2.8074
Recall
0.9213
Per class
Relative absolute error
0.0918
Root mean prior squared error
0.3499
Root mean squared error
0.15
Root relative squared error
0.4286