DEVELOPMENT... OpenML
Run
2006

Run 2006

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 24-04-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.9943
Per class
Confusion matrix
F measure
0.9292
Per class
Kappa
0.9071
KB relative information score
918468.6934
Mean absolute error
0.0265
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9301
Per class
Predictive accuracy
0.9287
Prior entropy
2.8074
Ram hours
0
Recall
0.9287
Per class
Relative absolute error
0.1082
Root mean prior squared error
0.3499
Root mean squared error
0.123
Root relative squared error
0.3516
Run CPU time
35.18