Run
1957

Run 1957

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 24-04-2014 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.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.9904
Per class
Confusion matrix
F measure
0.9605
Per class
Kappa
0.9137
KB relative information score
891155.3728
Mean absolute error
0.0586
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9605
Per class
Predictive accuracy
0.9606
Prior entropy
1
Ram hours
0
Recall
0.9606
Per class
Relative absolute error
0.1171
Root mean prior squared error
0.5
Root mean squared error
0.1756
Root relative squared error
0.3513
Run CPU time
38.91