teta:
In SaraTouzani/EM: Algorithme EM ("Espérance-Maximisation")
Usage
1
data("teta")
Format
The format is:
List of 3
$ :List of 11
..$ iteration : num 1
..$ Mean : num [1:3, 1:5] 3 3 3 5.84 5.84 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.703 -0.052 1.306 0.53 -0.052 ...
.. .. ..- 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] 0.6977 -0.0463 1.2883 0.5219 -0.0463 ...
.. .. ..- 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] 0.6811 -0.0422 1.266 0.5129 -0.0422 ...
.. .. ..- 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] 1 1.11 1.24
..$ Alphak :List of 1
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213
..$ log_like : num -735
..$ Q : num [1:3] 2.19 2.43 2.71
..$ Bic : num 1564
..$ Icl : num 1187
..$ proba_individu: num [1:150, 1] 0.02499 0.00959 0.01442 0.01224 0.01231 ...
..$ 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] 3 3 3 5.84 5.84 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 1 1.11 1.24
..$ Alphak :List of 1
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213
..$ log_like : num -734
..$ Q : num [1:3] 2.23 2.47 2.75
..$ Bic : num 1564
..$ Icl : num 1187
..$ proba_individu: num [1:150, 1] 0.02539 0.00995 0.01464 0.01215 0.01209 ...
..$ 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] 3 3 3 5.84 5.84 ...
..$ Sigma :List of 3
.. ..$ : num [1:4, 1:4] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ...
.. .. ..- 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] 1 1.11 1.24
..$ Alphak :List of 1
.. ..$ :List of 2
.. .. ..$ :'data.frame': 3 obs. of 1 variable:
.. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333
.. .. ..$ :'data.frame': 4 obs. of 1 variable:
.. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213
..$ log_like : num -734
..$ Q : num [1:3] 2.23 2.47 2.75
..$ Bic : num 1564
..$ Icl : num 1187
..$ proba_individu: num [1:150, 1] 0.02539 0.00995 0.01464 0.01215 0.01209 ...
..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
Examples
1
2
SaraTouzani/EM documentation built on Dec. 16, 2019, 12:31 a.m.
R Package Documentation
Browse R Packages
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")
|
Format
The format is: List of 3 $ :List of 11 ..$ iteration : num 1 ..$ Mean : num [1:3, 1:5] 3 3 3 5.84 5.84 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.703 -0.052 1.306 0.53 -0.052 ... .. .. ..- 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] 0.6977 -0.0463 1.2883 0.5219 -0.0463 ... .. .. ..- 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] 0.6811 -0.0422 1.266 0.5129 -0.0422 ... .. .. ..- 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] 1 1.11 1.24 ..$ Alphak :List of 1 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213 ..$ log_like : num -735 ..$ Q : num [1:3] 2.19 2.43 2.71 ..$ Bic : num 1564 ..$ Icl : num 1187 ..$ proba_individu: num [1:150, 1] 0.02499 0.00959 0.01442 0.01224 0.01231 ... ..$ 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] 3 3 3 5.84 5.84 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 1 1.11 1.24 ..$ Alphak :List of 1 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213 ..$ log_like : num -734 ..$ Q : num [1:3] 2.23 2.47 2.75 ..$ Bic : num 1564 ..$ Icl : num 1187 ..$ proba_individu: num [1:150, 1] 0.02539 0.00995 0.01464 0.01215 0.01209 ... ..$ 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] 3 3 3 5.84 5.84 ... ..$ Sigma :List of 3 .. ..$ : num [1:4, 1:4] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 0.6811 -0.0422 1.2658 0.5128 -0.0422 ... .. .. ..- 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] 1 1.11 1.24 ..$ Alphak :List of 1 .. ..$ :List of 2 .. .. ..$ :'data.frame': 3 obs. of 1 variable: .. .. .. ..$ proba: num [1:3] 0.333 0.333 0.333 .. .. ..$ :'data.frame': 4 obs. of 1 variable: .. .. .. ..$ proba: num [1:4] 0.08 0.327 0.38 0.213 ..$ log_like : num -734 ..$ Q : num [1:3] 2.23 2.47 2.75 ..$ Bic : num 1564 ..$ Icl : num 1187 ..$ proba_individu: num [1:150, 1] 0.02539 0.00995 0.01464 0.01215 0.01209 ... ..$ part_MAP : num [1:150, 1:3] 1 1 1 1 1 1 1 1 1 1 ...
Examples
1 2 |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.