DEVELOPMENT... OpenML
Run
2070

Run 2070

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 24-04-2014 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
0.9811
Per class
Confusion matrix
F measure
0.865
Per class
Kappa
0.8424
KB relative information score
838585.2633
Mean absolute error
0.0541
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.866
Per class
Predictive accuracy
0.8649
Prior entropy
2.8074
Ram hours
0.0002
Recall
0.8649
Per class
Relative absolute error
0.2211
Root mean prior squared error
0.3499
Root mean squared error
0.1659
Root relative squared error
0.4742
Run CPU time
156.98