DEVELOPMENT... OpenML
Run
177570

Run 177570

Task 7388 (Supervised Data Stream Classification) BNG(lymph,5000,10) 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
0.9524
Per class
Confusion matrix
F measure
0.8757
Per class
Kappa
0.77
KB relative information score
820125.6795
Mean absolute error
0.0844
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8742
Per class
Predictive accuracy
0.8782
Prior entropy
2
Recall
0.8782
Per class
Relative absolute error
0.225
Root mean prior squared error
0.433
Root mean squared error
0.2173
Root relative squared error
0.5018