Run
1835165

Run 1835165

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 26-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.9399
Per class
Confusion matrix
F measure
0.9457
Per class
Kappa
0.8819
KB relative information score
891586
Mean absolute error
0.0542
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9457
Per class
Predictive accuracy
0.9458
Prior entropy
1
Recall
0.9458
Per class
Relative absolute error
0.1084
Root mean prior squared error
0.5
Root mean squared error
0.2328
Root relative squared error
0.4656