DEVELOPMENT... OpenML
Run
177568

Run 177568

Task 7387 (Supervised Data Stream Classification) BNG(lymph,5000,5) 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
0.9571
Per class
Confusion matrix
F measure
0.8836
Per class
Kappa
0.785
KB relative information score
829490.8922
Mean absolute error
0.0806
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8824
Per class
Predictive accuracy
0.8862
Prior entropy
2
Recall
0.8862
Per class
Relative absolute error
0.215
Root mean prior squared error
0.433
Root mean squared error
0.2101
Root relative squared error
0.4853