DEVELOPMENT... OpenML
Run
4663

Run 4663

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.7589
Per class
Confusion matrix
F measure
0.8665
Per class
Kappa
0.1385
KB relative information score
248392.7153
Mean absolute error
0.0672
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8639
Per class
Predictive accuracy
0.903
Prior entropy
2.3219
Ram hours
0
Recall
0.903
Per class
Relative absolute error
0.2099
Root mean prior squared error
0.4
Root mean squared error
0.1849
Root relative squared error
0.4623
Run CPU time
13.13