Run
1694

Run 1694

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 23-04-2014 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
0.9898
Per class
Confusion matrix
F measure
0.8921
Per class
Kappa
0.8818
KB relative information score
903574.0763
Mean absolute error
0.0137
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8955
Per class
Predictive accuracy
0.892
Prior entropy
4.2479
Ram hours
0.0001
Recall
0.892
Per class
Relative absolute error
0.1375
Root mean prior squared error
0.2233
Root mean squared error
0.093
Root relative squared error
0.4165
Run CPU time
170.96