DEVELOPMENT... OpenML
Run
5058

Run 5058

Task 2173 (Supervised Data Stream Classification) arrhythmia Uploaded 30-04-2014 by Felicia West
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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.

20 Evaluation measures

Area under ROC curve
0.7094
Per class
Confusion matrix
F measure
0.5308
Per class
Kappa
0.2824
KB relative information score
257.1185
Mean absolute error
0.0657
Mean prior absolute error
0.1172
Number of instances
452
Per class
Precision
0.5196
Per class
Predictive accuracy
0.5686
Prior entropy
4
Ram hours
0
Recall
0.5686
Per class
Relative absolute error
0.5606
Root mean prior squared error
0.2421
Root mean squared error
0.1965
Root relative squared error
0.8119
Run CPU time
2.99