xem1:
In SaraTouzani/EM: Algorithme EM ("Espérance-Maximisation")
Usage
1
data("xem1")
Format
The format is:
Formal class 'MixmodCluster' [package "Rmixmod"] with 19 slots
..@ strategy :Formal class 'Strategy' [package "Rmixmod"] with 11 slots
.. .. ..@ algo : chr "EM"
.. .. ..@ nbTry : num 1
.. .. ..@ initMethod : chr "smallEM"
.. .. ..@ nbTryInInit : num 10
.. .. ..@ nbIterationInInit: num 5
.. .. ..@ nbIterationInAlgo: num 200
.. .. ..@ epsilonInInit : num 0.001
.. .. ..@ epsilonInAlgo : num 0.001
.. .. ..@ seed : num -1
.. .. ..@ parameter :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots
.. .. .. .. ..@ mean : logi[0 , 0 ]
.. .. .. .. ..@ variance :List of 1
.. .. .. .. .. ..$ : num 0
.. .. .. .. ..@ proportions: num(0)
.. .. .. .. ..@ nbFreeParam: num(0)
.. .. ..@ labels : num(0)
..@ bestResult :Formal class 'MixmodResults' [package "Rmixmod"] with 9 slots
.. .. ..@ nbCluster : int 3
.. .. ..@ model : chr "Gaussian_pk_Lk_C"
.. .. ..@ criterion : chr "BIC"
.. .. ..@ criterionValue: num 2322
.. .. ..@ parameters :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots
.. .. .. .. ..@ mean : num [1:3, 1:2] 3.91 2.04 4.51 78.38 54.48 ...
.. .. .. .. ..@ variance :List of 3
.. .. .. .. .. ..$ : num [1:2, 1:2] 0.105 0.689 0.689 45.672
.. .. .. .. .. ..$ : num [1:2, 1:2] 0.0742 0.4847 0.4847 32.1356
.. .. .. .. .. ..$ : num [1:2, 1:2] 0.0677 0.442 0.442 29.3043
.. .. .. .. ..@ proportions: num [1:3] 0.24 0.356 0.404
.. .. .. .. ..@ nbFreeParam: num 13
.. .. ..@ likelihood : num -1125
.. .. ..@ partition : num [1:272] 1 2 1 2 3 2 3 1 2 3 ...
.. .. ..@ proba : num [1:272, 1:3] 9.93e-01 1.20e-10 1.00 3.05e-06 7.05e-02 ...
.. .. ..@ error : chr "No error"
..@ data : num [1:272, 1:2] 3.6 1.8 3.33 2.28 4.53 ...
.. ..- attr(*, "dimnames")=List of 2
.. .. ..$ : NULL
.. .. ..$ : chr [1:2] "Duration" "Waiting.Time"
..@ dataType : chr "quantitative"
..@ factor : num(0)
..@ nbCluster : num 3
..@ knownLabels: int(0)
..@ weight : num(0)
..@ nbVariable : int 2
..@ nbSample : int 272
..@ criterion : chr "BIC"
..@ models :Formal class 'GaussianModel' [package "Rmixmod"] with 4 slots
.. .. ..@ family : chr "general"
.. .. ..@ listModels : chr "Gaussian_pk_Lk_C"
.. .. ..@ free.proportions : logi TRUE
.. .. ..@ equal.proportions: logi FALSE
..@ error : logi FALSE
..@ results :List of 1
.. ..$ :Formal class 'MixmodResults' [package "Rmixmod"] with 9 slots
.. .. .. ..@ nbCluster : int 3
.. .. .. ..@ model : chr "Gaussian_pk_Lk_C"
.. .. .. ..@ criterion : chr "BIC"
.. .. .. ..@ criterionValue: num 2322
.. .. .. ..@ parameters :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots
.. .. .. .. .. ..@ mean : num [1:3, 1:2] 3.91 2.04 4.51 78.38 54.48 ...
.. .. .. .. .. ..@ variance :List of 3
.. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.105 0.689 0.689 45.672
.. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0742 0.4847 0.4847 32.1356
.. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0677 0.442 0.442 29.3043
.. .. .. .. .. ..@ proportions: num [1:3] 0.24 0.356 0.404
.. .. .. .. .. ..@ nbFreeParam: num 13
.. .. .. ..@ likelihood : num -1125
.. .. .. ..@ partition : num [1:272] 1 2 1 2 3 2 3 1 2 3 ...
.. .. .. ..@ proba : num [1:272, 1:3] 9.93e-01 1.20e-10 1.00 3.05e-06 7.05e-02 ...
.. .. .. ..@ error : chr "No error"
..@ xmlIn :Formal class 'MixmodXmlInput' [package "Rmixmod"] with 6 slots
.. .. ..@ file : chr(0)
.. .. ..@ numFormat : chr "humanReadable"
.. .. ..@ conversionOnly : logi FALSE
.. .. ..@ gaussianModel :Formal class 'S4' [package ""] with 0 slots
list()
.. .. ..@ multinomialModel:Formal class 'S4' [package ""] with 0 slots
list()
.. .. ..@ compositeModel :Formal class 'S4' [package ""] with 0 slots
list()
..@ xmlOut : chr ""
..@ seed : num -1
..@ trace : num 0
..@ massiccc : num 0
Examples
1
2
SaraTouzani/EM documentation built on Dec. 16, 2019, 12:31 a.m.
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Usage
1 | data("xem1")
|
Format
The format is: Formal class 'MixmodCluster' [package "Rmixmod"] with 19 slots ..@ strategy :Formal class 'Strategy' [package "Rmixmod"] with 11 slots .. .. ..@ algo : chr "EM" .. .. ..@ nbTry : num 1 .. .. ..@ initMethod : chr "smallEM" .. .. ..@ nbTryInInit : num 10 .. .. ..@ nbIterationInInit: num 5 .. .. ..@ nbIterationInAlgo: num 200 .. .. ..@ epsilonInInit : num 0.001 .. .. ..@ epsilonInAlgo : num 0.001 .. .. ..@ seed : num -1 .. .. ..@ parameter :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots .. .. .. .. ..@ mean : logi[0 , 0 ] .. .. .. .. ..@ variance :List of 1 .. .. .. .. .. ..$ : num 0 .. .. .. .. ..@ proportions: num(0) .. .. .. .. ..@ nbFreeParam: num(0) .. .. ..@ labels : num(0) ..@ bestResult :Formal class 'MixmodResults' [package "Rmixmod"] with 9 slots .. .. ..@ nbCluster : int 3 .. .. ..@ model : chr "Gaussian_pk_Lk_C" .. .. ..@ criterion : chr "BIC" .. .. ..@ criterionValue: num 2322 .. .. ..@ parameters :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots .. .. .. .. ..@ mean : num [1:3, 1:2] 3.91 2.04 4.51 78.38 54.48 ... .. .. .. .. ..@ variance :List of 3 .. .. .. .. .. ..$ : num [1:2, 1:2] 0.105 0.689 0.689 45.672 .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0742 0.4847 0.4847 32.1356 .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0677 0.442 0.442 29.3043 .. .. .. .. ..@ proportions: num [1:3] 0.24 0.356 0.404 .. .. .. .. ..@ nbFreeParam: num 13 .. .. ..@ likelihood : num -1125 .. .. ..@ partition : num [1:272] 1 2 1 2 3 2 3 1 2 3 ... .. .. ..@ proba : num [1:272, 1:3] 9.93e-01 1.20e-10 1.00 3.05e-06 7.05e-02 ... .. .. ..@ error : chr "No error" ..@ data : num [1:272, 1:2] 3.6 1.8 3.33 2.28 4.53 ... .. ..- attr(*, "dimnames")=List of 2 .. .. ..$ : NULL .. .. ..$ : chr [1:2] "Duration" "Waiting.Time" ..@ dataType : chr "quantitative" ..@ factor : num(0) ..@ nbCluster : num 3 ..@ knownLabels: int(0) ..@ weight : num(0) ..@ nbVariable : int 2 ..@ nbSample : int 272 ..@ criterion : chr "BIC" ..@ models :Formal class 'GaussianModel' [package "Rmixmod"] with 4 slots .. .. ..@ family : chr "general" .. .. ..@ listModels : chr "Gaussian_pk_Lk_C" .. .. ..@ free.proportions : logi TRUE .. .. ..@ equal.proportions: logi FALSE ..@ error : logi FALSE ..@ results :List of 1 .. ..$ :Formal class 'MixmodResults' [package "Rmixmod"] with 9 slots .. .. .. ..@ nbCluster : int 3 .. .. .. ..@ model : chr "Gaussian_pk_Lk_C" .. .. .. ..@ criterion : chr "BIC" .. .. .. ..@ criterionValue: num 2322 .. .. .. ..@ parameters :Formal class 'GaussianParameter' [package "Rmixmod"] with 4 slots .. .. .. .. .. ..@ mean : num [1:3, 1:2] 3.91 2.04 4.51 78.38 54.48 ... .. .. .. .. .. ..@ variance :List of 3 .. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.105 0.689 0.689 45.672 .. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0742 0.4847 0.4847 32.1356 .. .. .. .. .. .. ..$ : num [1:2, 1:2] 0.0677 0.442 0.442 29.3043 .. .. .. .. .. ..@ proportions: num [1:3] 0.24 0.356 0.404 .. .. .. .. .. ..@ nbFreeParam: num 13 .. .. .. ..@ likelihood : num -1125 .. .. .. ..@ partition : num [1:272] 1 2 1 2 3 2 3 1 2 3 ... .. .. .. ..@ proba : num [1:272, 1:3] 9.93e-01 1.20e-10 1.00 3.05e-06 7.05e-02 ... .. .. .. ..@ error : chr "No error" ..@ xmlIn :Formal class 'MixmodXmlInput' [package "Rmixmod"] with 6 slots .. .. ..@ file : chr(0) .. .. ..@ numFormat : chr "humanReadable" .. .. ..@ conversionOnly : logi FALSE .. .. ..@ gaussianModel :Formal class 'S4' [package ""] with 0 slots list() .. .. ..@ multinomialModel:Formal class 'S4' [package ""] with 0 slots list() .. .. ..@ compositeModel :Formal class 'S4' [package ""] with 0 slots list() ..@ xmlOut : chr "" ..@ seed : num -1 ..@ trace : num 0 ..@ massiccc : num 0
Examples
1 2 |
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