Run
536169

Run 536169

Task 189 (Supervised Data Stream Classification) covertype Uploaded 11-03-2016 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.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,trees.HoeffdingOptionTree
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
0.888
Per class
Confusion matrix
F measure
0.8612
Per class
Kappa
0.7772
KB relative information score
494419.8823
Mean absolute error
0.0395
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8611
Per class
Predictive accuracy
0.8619
Prior entropy
2.8074
Recall
0.8619
Per class
Relative absolute error
0.1611
Root mean prior squared error
0.3499
Root mean squared error
0.1986
Root relative squared error
0.5677