DEVELOPMENT... OpenML
Run
1948

Run 1948

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 24-04-2014 by Jason
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
0.9504
Per class
Confusion matrix
F measure
0.8427
Per class
Kappa
0.7958
KB relative information score
793508.5384
Mean absolute error
0.0816
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8434
Per class
Predictive accuracy
0.8424
Prior entropy
2.3219
Ram hours
0
Recall
0.8424
Per class
Relative absolute error
0.2549
Root mean prior squared error
0.4
Root mean squared error
0.2193
Root relative squared error
0.5482
Run CPU time
64.85