Run
2577

Run 2577

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 25-04-2014 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
0.9851
Per class
Confusion matrix
F measure
0.9437
Per class
Kappa
0.8623
KB relative information score
932914.5433
Mean absolute error
0.0246
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.943
Per class
Predictive accuracy
0.945
Prior entropy
2.585
Ram hours
0.0001
Recall
0.945
Per class
Relative absolute error
0.0885
Root mean prior squared error
0.3727
Root mean squared error
0.1195
Root relative squared error
0.3207
Run CPU time
59.01