DEVELOPMENT... OpenML
Run
2588

Run 2588

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 25-04-2014 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
0.9427
Per class
Confusion matrix
F measure
0.8713
Per class
Kappa
0.7244
KB relative information score
833567.0067
Mean absolute error
0.0728
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8705
Per class
Predictive accuracy
0.8726
Prior entropy
2.3219
Ram hours
0.0001
Recall
0.8726
Per class
Relative absolute error
0.2276
Root mean prior squared error
0.4
Root mean squared error
0.1913
Root relative squared error
0.4783
Run CPU time
112.26