Run
571443

Run 571443

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 04-05-2016 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)_w10000
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
0.804
Per class
Confusion matrix
F measure
0.8004
Per class
Kappa
0.5993
KB relative information score
645432
Mean absolute error
0.2003
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8067
Per class
Predictive accuracy
0.7997
Prior entropy
1
Recall
0.7997
Per class
Relative absolute error
0.4006
Root mean prior squared error
0.5
Root mean squared error
0.4475
Root relative squared error
0.8951