teta_sans_init:
In SaraTouzani/EM: Algorithme EM ("Espérance-Maximisation")
Usage
1
data("teta_sans_init")
Format
The format is:
List of 3
$ :List of 11
..$ iteration : num 1
..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.924 -0.511 2.642 1.074 -0.511 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.476 -0.414 1.827 0.755 -0.414 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.2566 0.0646 0.3074 0.1071 0.0646 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
..$ Proba : num [1:3] 0.333 0.26 0.407
..$ Alphak :List of 3
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 1 0 0
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.769 0.231
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.00 1.96e-06 8.97e-01 1.03e-01
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.328 0.672
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0
..$ log_like : num -544
..$ Q : num [1, 1] 64.7
..$ Bic : num 1384
..$ Icl : num 1280
..$ proba_individu: num [1:150, 1:3] 0.376 0.183 0.372 0.227 0.444 ...
..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
$ :List of 11
..$ iteration : num 2
..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.1218 0.0972 0.016 0.0101 0.0972 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.0951 0.042 0.1047 0.0385 0.042 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.2244 0.0493 0.2322 0.067 0.0493 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
..$ Proba : num [1:3] 0.333 0.26 0.407
..$ Alphak :List of 3
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 1 0 0
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.769 0.231
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.00 1.43e-07 8.97e-01 1.03e-01
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.328 0.672
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0
..$ log_like : num -362
..$ Q : num [1, 1] 125
..$ Bic : num 1019
..$ Icl : num 915
..$ proba_individu: num [1:150, 1:3] 6.35 3.51 5.28 4.25 6.89 ...
..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
$ :List of 11
..$ iteration : num 3
..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.1218 0.0972 0.016 0.0101 0.0972 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.0951 0.042 0.1047 0.0385 0.042 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. ..$ : num [1:4, 1:4] 0.2244 0.0493 0.2322 0.067 0.0493 ...
.. .. ..- attr(*, "dimnames")=List of 2
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
.. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
..$ Proba : num [1:3] 0.333 0.26 0.407
..$ Alphak :List of 3
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 1 0 0
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.769 0.231
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.00 5.62e-08 8.97e-01 1.03e-01
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0 0.328 0.672
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0
..$ log_like : num -362
..$ Q : num [1, 1] 125
..$ Bic : num 1019
..$ Icl : num 915
..$ proba_individu: num [1:150, 1:3] 6.35 3.51 5.28 4.25 6.89 ...
..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
Examples
1
2
data(teta_sans_init)
## maybe str(teta_sans_init) ; plot(teta_sans_init) ...
SaraTouzani/EM documentation built on Dec. 16, 2019, 12:31 a.m.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Usage
1 | data("teta_sans_init")
|
Format
The format is: List of 3 $ :List of 11 ..$ iteration : num 1 ..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.924 -0.511 2.642 1.074 -0.511 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.476 -0.414 1.827 0.755 -0.414 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.2566 0.0646 0.3074 0.1071 0.0646 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" ..$ Proba : num [1:3] 0.333 0.26 0.407 ..$ Alphak :List of 3 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 1 0 0 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.769 0.231 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.00 1.96e-06 8.97e-01 1.03e-01 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.328 0.672 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0 ..$ log_like : num -544 ..$ Q : num [1, 1] 64.7 ..$ Bic : num 1384 ..$ Icl : num 1280 ..$ proba_individu: num [1:150, 1:3] 0.376 0.183 0.372 0.227 0.444 ... ..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ... $ :List of 11 ..$ iteration : num 2 ..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.1218 0.0972 0.016 0.0101 0.0972 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.0951 0.042 0.1047 0.0385 0.042 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.2244 0.0493 0.2322 0.067 0.0493 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" ..$ Proba : num [1:3] 0.333 0.26 0.407 ..$ Alphak :List of 3 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 1 0 0 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.769 0.231 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.00 1.43e-07 8.97e-01 1.03e-01 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.328 0.672 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0 ..$ log_like : num -362 ..$ Q : num [1, 1] 125 ..$ Bic : num 1019 ..$ Icl : num 915 ..$ proba_individu: num [1:150, 1:3] 6.35 3.51 5.28 4.25 6.89 ... ..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ... $ :List of 11 ..$ iteration : num 3 ..$ Mean : num [1:3, 1:5] 1 2 3 5.01 5.62 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.1218 0.0972 0.016 0.0101 0.0972 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.0951 0.042 0.1047 0.0385 0.042 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. ..$ : num [1:4, 1:4] 0.2244 0.0493 0.2322 0.067 0.0493 ... .. .. ..- attr(*, "dimnames")=List of 2 .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" .. .. .. ..$ : chr [1:4] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" ..$ Proba : num [1:3] 0.333 0.26 0.407 ..$ Alphak :List of 3 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 1 0 0 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0 0 0.44 0.56 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.769 0.231 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.00 5.62e-08 8.97e-01 1.03e-01 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0 0.328 0.672 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.197 0.803 0 0 ..$ log_like : num -362 ..$ Q : num [1, 1] 125 ..$ Bic : num 1019 ..$ Icl : num 915 ..$ proba_individu: num [1:150, 1:3] 6.35 3.51 5.28 4.25 6.89 ... ..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
Examples
1 2 | data(teta_sans_init)
## maybe str(teta_sans_init) ; plot(teta_sans_init) ...
|
R Package Documentation
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