DEVELOPMENT... OpenML
Run
2058

Run 2058

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9904
Per class
Confusion matrix
F measure
0.8939
Per class
Kappa
0.8819
KB relative information score
894613.8679
Mean absolute error
0.0234
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8946
Per class
Predictive accuracy
0.8937
Prior entropy
3.3219
Ram hours
0
Recall
0.8937
Per class
Relative absolute error
0.1302
Root mean prior squared error
0.3
Root mean squared error
0.1304
Root relative squared error
0.4348
Run CPU time
196.2