Run
1831083

Run 1831083

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 06-10-2016 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.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.9254
Per class
Confusion matrix
F measure
0.8597
Per class
Kappa
0.7168
KB relative information score
620183.0807
Mean absolute error
0.2022
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8605
Per class
Predictive accuracy
0.8595
Prior entropy
1
Recall
0.8595
Per class
Relative absolute error
0.4044
Root mean prior squared error
0.5
Root mean squared error
0.3234
Root relative squared error
0.6469