DEVELOPMENT... OpenML
Run
4839

Run 4839

Task 2175 (Supervised Data Stream Classification) audiology Uploaded 30-04-2014 by Felicia West
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.8461
Per class
Confusion matrix
F measure
0.6023
Per class
Kappa
0.5255
KB relative information score
135.6187
Mean absolute error
0.046
Mean prior absolute error
0.0799
Number of instances
226
Per class
Precision
0.6498
Per class
Predictive accuracy
0.5841
Prior entropy
4.585
Recall
0.5841
Per class
Relative absolute error
0.5761
Root mean prior squared error
0.1998
Root mean squared error
0.1559
Root relative squared error
0.7803
Run CPU time
0.4