DEVELOPMENT... OpenML
Run
3073

Run 3073

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 30-04-2014 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
0.8958
Per class
Confusion matrix
F measure
0.8228
Per class
Kappa
0.6437
KB relative information score
501467.8469
Mean absolute error
0.2668
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.823
Per class
Predictive accuracy
0.823
Prior entropy
1
Ram hours
0.0079
Recall
0.823
Per class
Relative absolute error
0.5337
Root mean prior squared error
0.5
Root mean squared error
0.3573
Root relative squared error
0.7146
Run CPU time
451.37