Run
524464

Run 524464

Task 189 (Supervised Data Stream Classification) covertype Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.9835
Per class
Confusion matrix
F measure
0.9221
Per class
Kappa
0.8753
KB relative information score
533558.7322
Mean absolute error
0.0286
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.922
Per class
Predictive accuracy
0.9226
Prior entropy
2.8074
Recall
0.9226
Per class
Relative absolute error
0.1168
Root mean prior squared error
0.3499
Root mean squared error
0.1269
Root relative squared error
0.3626