Run
571289

Run 571289

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 03-05-2016 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(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.8923
Per class
Confusion matrix
F measure
0.816
Per class
Kappa
0.7846
KB relative information score
800705.1697
Mean absolute error
0.0528
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8213
Per class
Predictive accuracy
0.8153
Prior entropy
2.8074
Recall
0.8153
Per class
Relative absolute error
0.2154
Root mean prior squared error
0.3499
Root mean squared error
0.2297
Root relative squared error
0.6564