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phoneme data

Source: R/datasets.R
phoneme.Rd

Phoneme curves

Format

Elements of phoneme:
..$learn: learning sample of curves. fdata class object with: i.- "data": Matrix of class fdata with 250 curves (rows) discretized in 150 points or argvals (columns).
, ii.- "argvals", iii.- "rangeval": range("argvals"), iv.- "names" list with: main an overall title "Phoneme learn", xlab title for x axis "frequencies" and ylab title for y axis "log-periodograms".

..$test: testing sample of curves. fdata class object with: i.- "data": Matrix of class fdata with 250 curves (rows) discretized in 150 points or argvals (columns).
, ii.- "argvals", iii.- "rangeval": range("argvals"), iv.- "names" list with: main an overall title "Phoneme learn", xlab title for x axis "frequencies" and ylab title for y axis "log-periodograms".

..$classlearn:learning class numbers (as factor). Factor levels: "sh" 1, "iy" 2, "dcl" 3, "aa" 4 and "ao" 5.

..$classtest: testing class numbers (as factor). Factor levels: "sh" 1, "iy" 2, "dcl" 3, "aa" 4 and "ao" 5.

Source

https://www.math.univ-toulouse.fr/~ferraty/SOFTWARES/NPFDA/npfda-datasets.html

Details

The following instructions have been used file:
https://www.math.univ-toulouse.fr/~ferraty/SOFTWARES/NPFDA/npfda-phondiscRS.txt
of Phoneme dataset file.

References

Ferraty, F. and Vieu, P. (2006). NPFDA in practice. Free access on line at https://www.math.univ-toulouse.fr/~ferraty/SOFTWARES/NPFDA/

Author

Manuel Febrero-Bande and Manuel Oviedo de la Fuente <manuel.oviedo@udc.es>

Examples


data(phoneme)
names(phoneme)
#> [1] "learn"      "test"       "classlearn" "classtest" 
names(phoneme$learn)
#> [1] "data"     "argvals"  "rangeval" "names"   
class(phoneme$learn)
#> [1] "fdata"
dim(phoneme$learn)
#> [1] 250 150
table(phoneme$classlearn)
#> 
#>  1  2  3  4  5 
#> 50 50 50 50 50