Run
571028

Run 571028

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)_g1
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
0.9374
Per class
Confusion matrix
F measure
0.9217
Per class
Kappa
0.8747
KB relative information score
532237.8317
Mean absolute error
0.0222
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9217
Per class
Predictive accuracy
0.9222
Prior entropy
2.8074
Recall
0.9222
Per class
Relative absolute error
0.0907
Root mean prior squared error
0.3499
Root mean squared error
0.1491
Root relative squared error
0.426