Run
1834964

Run 1834964

Task 189 (Supervised Data Stream Classification) covertype Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.9285
Per class
Confusion matrix
F measure
0.9104
Per class
Kappa
0.856
KB relative information score
524877.5665
Mean absolute error
0.0256
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9107
Per class
Predictive accuracy
0.9105
Prior entropy
2.8074
Recall
0.9105
Per class
Relative absolute error
0.1044
Root mean prior squared error
0.3499
Root mean squared error
0.1599
Root relative squared error
0.457