DEVELOPMENT... OpenML
Run
4119

Run 4119

Task 2244 (Supervised Data Stream Classification) adult Uploaded 30-04-2014 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
0.8566
Per class
Confusion matrix
F measure
0.8257
Per class
Kappa
0.5117
KB relative information score
28025.3414
Mean absolute error
0.2235
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8235
Per class
Predictive accuracy
0.8297
Prior entropy
1
Ram hours
0
Recall
0.8297
Per class
Relative absolute error
0.447
Root mean prior squared error
0.5
Root mean squared error
0.3583
Root relative squared error
0.7167
Run CPU time
0.6874