DEVELOPMENT... OpenML
Run
179131

Run 179131

Task 7369 (Supervised Data Stream Classification) BNG(audiology,5000,5) Uploaded 24-02-2015 by Jason
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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.

18 Evaluation measures

Area under ROC curve
0.9848
Per class
Confusion matrix
F measure
0.8105
Per class
Kappa
0.7858
KB relative information score
797572.7511
Mean absolute error
0.0292
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.8089
Per class
Predictive accuracy
0.8145
Prior entropy
4.585
Recall
0.8145
Per class
Relative absolute error
0.3661
Root mean prior squared error
0.1998
Root mean squared error
0.1081
Root relative squared error
0.541