DEVELOPMENT... OpenML
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Run 3265

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.8964
Per class
Confusion matrix
F measure
0.8235
Per class
Kappa
0.6452
KB relative information score
502851.9
Mean absolute error
0.2662
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8238
Per class
Predictive accuracy
0.8238
Prior entropy
1
Ram hours
0.0057
Recall
0.8238
Per class
Relative absolute error
0.5323
Root mean prior squared error
0.5
Root mean squared error
0.3566
Root relative squared error
0.7133
Run CPU time
315.6671