Run
571350

Run 571350

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
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
0.9175
Per class
Confusion matrix
F measure
0.9175
Per class
Kappa
0.835
KB relative information score
906050.2456
Mean absolute error
0.033
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9175
Per class
Predictive accuracy
0.9175
Prior entropy
2.3219
Recall
0.9175
Per class
Relative absolute error
0.1031
Root mean prior squared error
0.4
Root mean squared error
0.1817
Root relative squared error
0.4542