DEVELOPMENT... OpenML
Run
1558

Run 1558

Task 124 (Supervised Data Stream Classification) BNG(letter,nominal,1000000) Uploaded 23-04-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.933
Per class
Confusion matrix
F measure
0.5159
Per class
Kappa
0.5027
KB relative information score
565421.6039
Mean absolute error
0.0459
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5243
Per class
Predictive accuracy
0.5218
Prior entropy
4.7004
Ram hours
0.0009
Recall
0.5218
Per class
Relative absolute error
0.621
Root mean prior squared error
0.1923
Root mean squared error
0.1526
Root relative squared error
0.7936
Run CPU time
435.67