DEVELOPMENT... OpenML
Run
3190

Run 3190

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.9598
Per class
Confusion matrix
F measure
0.9183
Per class
Kappa
0.7468
KB relative information score
769601.7891
Mean absolute error
0.1248
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.918
Per class
Predictive accuracy
0.9202
Prior entropy
1
Ram hours
0.0003
Recall
0.9202
Per class
Relative absolute error
0.2496
Root mean prior squared error
0.5
Root mean squared error
0.2431
Root relative squared error
0.4861
Run CPU time
87.3817