DEVELOPMENT... OpenML
Run
1410

Run 1410

Task 127 (Supervised Data Stream Classification) BNG(breast-cancer,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
0.7883
Per class
Confusion matrix
F measure
0.7621
Per class
Kappa
0.408
KB relative information score
419020.5634
Mean absolute error
0.3057
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7691
Per class
Predictive accuracy
0.7792
Prior entropy
1
Ram hours
0
Recall
0.7792
Per class
Relative absolute error
0.6114
Root mean prior squared error
0.5
Root mean squared error
0.3975
Root relative squared error
0.795
Run CPU time
11.17