DEVELOPMENT... OpenML
Run
1749

Run 1749

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.9407
Per class
Confusion matrix
F measure
0.8711
Per class
Kappa
0.7238
KB relative information score
834372.7668
Mean absolute error
0.0722
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8704
Per class
Predictive accuracy
0.8723
Prior entropy
2.3219
Ram hours
0
Recall
0.8723
Per class
Relative absolute error
0.2257
Root mean prior squared error
0.4
Root mean squared error
0.1923
Root relative squared error
0.4807
Run CPU time
27.23