Run
525770

Run 525770

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 19-02-2016 by Joaquin Vanschoren
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)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_ptrue

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
0.926
Per class
Confusion matrix
F measure
0.9415
Per class
Kappa
0.8572
KB relative information score
937688.0086
Mean absolute error
0.0189
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9407
Per class
Predictive accuracy
0.9434
Prior entropy
2.585
Recall
0.9434
Per class
Relative absolute error
0.0679
Root mean prior squared error
0.3727
Root mean squared error
0.1373
Root relative squared error
0.3684