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I have a simple database with a column of dates and other columns with the variables. I had no problem with ARIMA or Prophet, but I got this error when trying to create the recipe:
`recipe <- recipe(value ~ Ano, training(splits)) %>%
step_timeseries_signature(Ano) %>%
step_fourier(Ano, period = 1, K = 3) %>%
step_dummy(all_nominal())
recipe %>% prep() %>% juice()
A tibble: 198 × 50
Ano value Ano_index.num Ano_year Ano_year.iso Ano_half Ano_quarter Ano_month
1 0001-07-01 856768 -62119958400 1 1 2 3 7
2 0002-07-01 755395 -62088422400 2 2 2 3 7
3 0003-07-01 814879 -62056886400 3 3 2 3 7
4 0004-07-01 708760 -62025264000 4 4 2 3 7
5 0005-07-01 707114 -61993728000 5 5 2 3 7
6 0006-07-01 727197 -61962192000 6 6 2 3 7
7 0007-07-01 802187 -61930656000 7 7 2 3 7
8 0008-07-01 764448 -61899033600 8 8 2 3 7
9 0009-07-01 777312 -61867497600 9 9 2 3 7
10 0010-07-01 797514 -61835961600 10 10 2 3 7
ℹ 188 more rows
ℹ 42 more variables: Ano_month.xts , Ano_day , Ano_hour , Ano_minute ,
Ano_second , Ano_hour12 , Ano_am.pm , Ano_wday , Ano_wday.xts ,
Ano_mday , Ano_qday , Ano_yday , Ano_mweek , Ano_week ,
Ano_week.iso , Ano_week2 , Ano_week3 , Ano_week4 , Ano_mday7 ,
Ano_sin1_K1 , Ano_cos1_K1 , Ano_sin1_K2 , Ano_cos1_K2 ,
Ano_sin1_K3 , Ano_cos1_K3 , Ano_month.lbl_01 , Ano_month.lbl_02 , …
ℹ Use print(n = ...) to see more rows
Warning message:
There were 6 warnings in dplyr::mutate().
The first warning was:
ℹ In argument: Ano_sin1_K1 = timetk::fourier_vec(...).
Caused by warning in as.POSIXct(x) %>% as.numeric() %>% as.integer():
! NAs introduced by coercion to integer range
ℹ Run dplyr::last_dplyr_warnings() to see the 5 remaining warnings. `
The first rows of the database is just like this but it has 210 rows:
ano
var1
var2
var3
var4
var5
var6
var7
var8
var9
1
856768
0
213561
0
0
36874
0
0
150408
2
755395
407,691
198381
0
0
38085
0
0
131574
3
814879
353,735
225410
0
0
25944
0
0
178831
4
708760
340,257
211353
1948448
177159,6
29263
2378163
789316,4
141362
5
707114
332,53
196299
1820596
165823,5
46797
2131468
719312,8
187400
6
727197
375,972
194509
2063582
186949,7
37183
2571621
857821,8
191155
I already used the same script for other database, but with this one I keep getting this error.
The text was updated successfully, but these errors were encountered:
Hello,
I have a simple database with a column of dates and other columns with the variables. I had no problem with ARIMA or Prophet, but I got this error when trying to create the recipe:
`recipe <- recipe(value ~ Ano, training(splits)) %>%
The first rows of the database is just like this but it has 210 rows:
I already used the same script for other database, but with this one I keep getting this error.
The text was updated successfully, but these errors were encountered: