Run
570612

Run 570612

Task 2056 (Supervised Data Stream Classification) electricity 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)_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
0.8012
Per class
Confusion matrix
F measure
0.8095
Per class
Kappa
0.6086
KB relative information score
28156
Mean absolute error
0.1893
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8101
Per class
Predictive accuracy
0.8107
Prior entropy
1
Recall
0.8107
Per class
Relative absolute error
0.3786
Root mean prior squared error
0.5
Root mean squared error
0.4351
Root relative squared error
0.8702