DEVELOPMENT... OpenML
Run
2523

Run 2523

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 25-04-2014 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
0.814
Per class
Confusion matrix
F measure
0.7752
Per class
Kappa
0.4507
KB relative information score
443363.111
Mean absolute error
0.2927
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7747
Per class
Predictive accuracy
0.7838
Prior entropy
1
Ram hours
0
Recall
0.7838
Per class
Relative absolute error
0.5854
Root mean prior squared error
0.5
Root mean squared error
0.391
Root relative squared error
0.782
Run CPU time
19.9