DEVELOPMENT... OpenML
Run
177564

Run 177564

Task 7385 (Supervised Data Stream Classification) BNG(lymph,1000,10) Uploaded 23-02-2015 by Jason
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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.

18 Evaluation measures

Area under ROC curve
0.9232
Per class
Confusion matrix
F measure
0.8354
Per class
Kappa
0.6959
KB relative information score
769477.7772
Mean absolute error
0.1066
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8328
Per class
Predictive accuracy
0.8392
Prior entropy
2
Recall
0.8392
Per class
Relative absolute error
0.2843
Root mean prior squared error
0.433
Root mean squared error
0.2494
Root relative squared error
0.576