DEVELOPMENT... OpenML
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Run 2267

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 24-04-2014 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.8447
Per class
Confusion matrix
F measure
0.5931
Per class
Kappa
0.4683
KB relative information score
427320.4783
Mean absolute error
0.2526
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5995
Per class
Predictive accuracy
0.6006
Prior entropy
2
Ram hours
0
Recall
0.6006
Per class
Relative absolute error
0.6735
Root mean prior squared error
0.433
Root mean squared error
0.3568
Root relative squared error
0.8241
Run CPU time
14.34