Run
1835553

Run 1835553

Task 189 (Supervised Data Stream Classification) covertype Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.9372
Per class
Confusion matrix
F measure
0.9213
Per class
Kappa
0.874
KB relative information score
531965.8688
Mean absolute error
0.0223
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9212
Per class
Predictive accuracy
0.9218
Prior entropy
2.8074
Recall
0.9218
Per class
Relative absolute error
0.0913
Root mean prior squared error
0.3499
Root mean squared error
0.1495
Root relative squared error
0.4272