DEVELOPMENT... OpenML
Run
1487

Run 1487

Task 168 (Supervised Data Stream Classification) BNG(cylinder-bands,nominal,1000000) Uploaded 23-04-2014 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
0.7335
Per class
Confusion matrix
F measure
0.6815
Per class
Kappa
0.3437
KB relative information score
273207.6647
Mean absolute error
0.3727
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6839
Per class
Predictive accuracy
0.6872
Prior entropy
1
Ram hours
0.0008
Recall
0.6872
Per class
Relative absolute error
0.7455
Root mean prior squared error
0.5
Root mean squared error
0.4602
Root relative squared error
0.9204
Run CPU time
62.55