DEVELOPMENT... OpenML
Run
1514

Run 1514

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 23-04-2014 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
0.9504
Per class
Confusion matrix
F measure
0.7839
Per class
Kappa
0.7204
KB relative information score
754788.5474
Mean absolute error
0.0777
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.7848
Per class
Predictive accuracy
0.7834
Prior entropy
2.8074
Ram hours
0
Recall
0.7834
Per class
Relative absolute error
0.3174
Root mean prior squared error
0.3499
Root mean squared error
0.212
Root relative squared error
0.6059
Run CPU time
40.98