Run
529050

Run 529050

Task 189 (Supervised Data Stream Classification) covertype Uploaded 03-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9377
Per class
Confusion matrix
F measure
0.9221
Per class
Kappa
0.8753
KB relative information score
532473.1012
Mean absolute error
0.0221
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9221
Per class
Predictive accuracy
0.9226
Prior entropy
2.8074
Recall
0.9226
Per class
Relative absolute error
0.0903
Root mean prior squared error
0.3499
Root mean squared error
0.1487
Root relative squared error
0.425