Run
543680

Run 543680

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 26-03-2016 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.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(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
0.5907
Per class
Confusion matrix
F measure
0.5873
Per class
Kappa
0.1806
KB relative information score
295889.0162
Mean absolute error
0.3548
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7227
Per class
Predictive accuracy
0.6626
Prior entropy
1
Recall
0.6626
Per class
Relative absolute error
0.7097
Root mean prior squared error
0.5
Root mean squared error
0.5682
Root relative squared error
1.1364