DEVELOPMENT... OpenML
Run
2650

Run 2650

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 28-04-2014 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
0.8761
Per class
Confusion matrix
F measure
0.9188
Per class
Kappa
0.1353
KB relative information score
828139.8914
Mean absolute error
0.0932
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9219
Per class
Predictive accuracy
0.9404
Prior entropy
1
Ram hours
0.0005
Recall
0.9404
Per class
Relative absolute error
0.1865
Root mean prior squared error
0.5
Root mean squared error
0.216
Root relative squared error
0.432
Run CPU time
119.97