DEVELOPMENT... OpenML
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2277

Run 2277

Task 183 (Supervised Data Stream Classification) BNG(hypothyroid,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
0.7482
Per class
Confusion matrix
F measure
0.8928
Per class
Kappa
0.0868
KB relative information score
865125.3163
Mean absolute error
0.0663
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8942
Per class
Predictive accuracy
0.9244
Prior entropy
2
Ram hours
0
Recall
0.9244
Per class
Relative absolute error
0.1767
Root mean prior squared error
0.433
Root mean squared error
0.1835
Root relative squared error
0.4237
Run CPU time
19.48