Algorithmic coverage through tidychangepoint
ls_pkgs.RdAlgorithmic coverage through tidychangepoint
Value
A tibble::tibble or character
Examples
# List all model-fitting functions
ls_models()
#> [1] "fit_lmshift" "fit_lmshift_ar1" "fit_meanshift_lnorm"
#> [4] "fit_meanshift_norm" "fit_meanshift_norm_ar1" "fit_meanvar"
#> [7] "fit_nhpp" "fit_trendshift" "fit_trendshift_ar1"
# List packages supported by tidychangepoint
ls_pkgs()
#> # A tibble: 4 × 2
#> pkg version
#> <chr> <chr>
#> 1 tidychangepoint 0.0.1.9003
#> 2 changepoint 2.3
#> 3 wbs 1.4.1
#> 4 GA 3.2.4
# List methods supported by segment()
ls_methods()
#> # A tibble: 12 × 5
#> method pkg segmenter_class helper wraps
#> <chr> <chr> <chr> <chr> <chr>
#> 1 pelt changepoint cpt segment_pelt() changepoint:…
#> 2 binseg changepoint cpt NA changepoint:…
#> 3 segneigh changepoint cpt NA changepoint:…
#> 4 single-best changepoint cpt NA changepoint:…
#> 5 wbs wbs wbs NA wbs::wbs()
#> 6 ga GA tidyga segment_ga() GA::ga()
#> 7 ga-shi GA tidyga segment_ga_shi() segment_ga()
#> 8 ga-coen GA tidyga segment_ga_coen() segment_ga()
#> 9 coen tidychangepoint seg_basket segment_coen() NA
#> 10 random GA tidyga segment_ga_random() segment_ga()
#> 11 manual tidychangepoint seg_cpt segment_manual() NA
#> 12 null tidychangepoint seg_cpt segment_manual() NA
# List penalty functions provided by tidychangepoint
ls_penalties()
#> [1] "SIC" "AIC" "BIC" "HQC" "MBIC" "MDL" "BMDL"
# List penalty functions supported by changepoint
ls_cpt_penalties()
#> [1] "None" "SIC" "BIC" "MBIC" "AIC"
#> [6] "HQC" "Asymptotic" "Manual" "CROPS"
# List combinations of method, model, and penalty supported by tidychangepoint
ls_coverage()
#> method model penalty
#> 1 pelt fit_meanshift_norm None
#> 2 pelt fit_meanvar None
#> 3 pelt fit_meanshift_norm SIC
#> 4 pelt fit_meanvar SIC
#> 5 pelt fit_meanshift_norm BIC
#> 6 pelt fit_meanvar BIC
#> 7 pelt fit_meanshift_norm MBIC
#> 8 pelt fit_meanvar MBIC
#> 9 pelt fit_meanshift_norm AIC
#> 10 pelt fit_meanvar AIC
#> 11 pelt fit_meanshift_norm HQC
#> 12 pelt fit_meanvar HQC
#> 13 pelt fit_meanshift_norm Asymptotic
#> 14 pelt fit_meanvar Asymptotic
#> 15 pelt fit_meanshift_norm Manual
#> 16 pelt fit_meanvar Manual
#> 17 pelt fit_meanshift_norm CROPS
#> 18 pelt fit_meanvar CROPS
#> 19 binseg fit_meanvar None
#> 20 segneigh fit_meanvar None
#> 21 single-best fit_meanvar None
#> 22 binseg fit_meanvar SIC
#> 23 segneigh fit_meanvar SIC
#> 24 single-best fit_meanvar SIC
#> 25 binseg fit_meanvar BIC
#> 26 segneigh fit_meanvar BIC
#> 27 single-best fit_meanvar BIC
#> 28 binseg fit_meanvar MBIC
#> 29 segneigh fit_meanvar MBIC
#> 30 single-best fit_meanvar MBIC
#> 31 binseg fit_meanvar AIC
#> 32 segneigh fit_meanvar AIC
#> 33 single-best fit_meanvar AIC
#> 34 binseg fit_meanvar HQC
#> 35 segneigh fit_meanvar HQC
#> 36 single-best fit_meanvar HQC
#> 37 binseg fit_meanvar Asymptotic
#> 38 segneigh fit_meanvar Asymptotic
#> 39 single-best fit_meanvar Asymptotic
#> 40 binseg fit_meanvar Manual
#> 41 segneigh fit_meanvar Manual
#> 42 single-best fit_meanvar Manual
#> 43 binseg fit_meanvar CROPS
#> 44 segneigh fit_meanvar CROPS
#> 45 single-best fit_meanvar CROPS
#> 46 ga fit_lmshift SIC
#> 47 random fit_lmshift SIC
#> 48 ga fit_lmshift_ar1 SIC
#> 49 random fit_lmshift_ar1 SIC
#> 50 ga fit_meanshift_lnorm SIC
#> 51 random fit_meanshift_lnorm SIC
#> 52 ga fit_meanshift_norm SIC
#> 53 random fit_meanshift_norm SIC
#> 54 ga fit_meanshift_norm_ar1 SIC
#> 55 random fit_meanshift_norm_ar1 SIC
#> 56 ga fit_meanvar SIC
#> 57 random fit_meanvar SIC
#> 58 ga fit_nhpp SIC
#> 59 random fit_nhpp SIC
#> 60 ga fit_trendshift SIC
#> 61 random fit_trendshift SIC
#> 62 ga fit_trendshift_ar1 SIC
#> 63 random fit_trendshift_ar1 SIC
#> 64 ga fit_lmshift AIC
#> 65 random fit_lmshift AIC
#> 66 ga fit_lmshift_ar1 AIC
#> 67 random fit_lmshift_ar1 AIC
#> 68 ga fit_meanshift_lnorm AIC
#> 69 random fit_meanshift_lnorm AIC
#> 70 ga fit_meanshift_norm AIC
#> 71 random fit_meanshift_norm AIC
#> 72 ga fit_meanshift_norm_ar1 AIC
#> 73 random fit_meanshift_norm_ar1 AIC
#> 74 ga fit_meanvar AIC
#> 75 random fit_meanvar AIC
#> 76 ga fit_nhpp AIC
#> 77 random fit_nhpp AIC
#> 78 ga fit_trendshift AIC
#> 79 random fit_trendshift AIC
#> 80 ga fit_trendshift_ar1 AIC
#> 81 random fit_trendshift_ar1 AIC
#> 82 ga fit_lmshift BIC
#> 83 random fit_lmshift BIC
#> 84 ga fit_lmshift_ar1 BIC
#> 85 random fit_lmshift_ar1 BIC
#> 86 ga fit_meanshift_lnorm BIC
#> 87 random fit_meanshift_lnorm BIC
#> 88 ga fit_meanshift_norm BIC
#> 89 random fit_meanshift_norm BIC
#> 90 ga fit_meanshift_norm_ar1 BIC
#> 91 random fit_meanshift_norm_ar1 BIC
#> 92 ga fit_meanvar BIC
#> 93 random fit_meanvar BIC
#> 94 ga fit_nhpp BIC
#> 95 random fit_nhpp BIC
#> 96 ga fit_trendshift BIC
#> 97 random fit_trendshift BIC
#> 98 ga fit_trendshift_ar1 BIC
#> 99 random fit_trendshift_ar1 BIC
#> 100 ga fit_lmshift HQC
#> 101 random fit_lmshift HQC
#> 102 ga fit_lmshift_ar1 HQC
#> 103 random fit_lmshift_ar1 HQC
#> 104 ga fit_meanshift_lnorm HQC
#> 105 random fit_meanshift_lnorm HQC
#> 106 ga fit_meanshift_norm HQC
#> 107 random fit_meanshift_norm HQC
#> 108 ga fit_meanshift_norm_ar1 HQC
#> 109 random fit_meanshift_norm_ar1 HQC
#> 110 ga fit_meanvar HQC
#> 111 random fit_meanvar HQC
#> 112 ga fit_nhpp HQC
#> 113 random fit_nhpp HQC
#> 114 ga fit_trendshift HQC
#> 115 random fit_trendshift HQC
#> 116 ga fit_trendshift_ar1 HQC
#> 117 random fit_trendshift_ar1 HQC
#> 118 ga fit_lmshift MBIC
#> 119 random fit_lmshift MBIC
#> 120 ga fit_lmshift_ar1 MBIC
#> 121 random fit_lmshift_ar1 MBIC
#> 122 ga fit_meanshift_lnorm MBIC
#> 123 random fit_meanshift_lnorm MBIC
#> 124 ga fit_meanshift_norm MBIC
#> 125 random fit_meanshift_norm MBIC
#> 126 ga fit_meanshift_norm_ar1 MBIC
#> 127 random fit_meanshift_norm_ar1 MBIC
#> 128 ga fit_meanvar MBIC
#> 129 random fit_meanvar MBIC
#> 130 ga fit_nhpp MBIC
#> 131 random fit_nhpp MBIC
#> 132 ga fit_trendshift MBIC
#> 133 random fit_trendshift MBIC
#> 134 ga fit_trendshift_ar1 MBIC
#> 135 random fit_trendshift_ar1 MBIC
#> 136 ga fit_lmshift MDL
#> 137 random fit_lmshift MDL
#> 138 ga fit_lmshift_ar1 MDL
#> 139 random fit_lmshift_ar1 MDL
#> 140 ga fit_meanshift_lnorm MDL
#> 141 random fit_meanshift_lnorm MDL
#> 142 ga fit_meanshift_norm MDL
#> 143 random fit_meanshift_norm MDL
#> 144 ga fit_meanshift_norm_ar1 MDL
#> 145 random fit_meanshift_norm_ar1 MDL
#> 146 ga fit_meanvar MDL
#> 147 random fit_meanvar MDL
#> 148 ga fit_nhpp MDL
#> 149 random fit_nhpp MDL
#> 150 ga fit_trendshift MDL
#> 151 random fit_trendshift MDL
#> 152 ga fit_trendshift_ar1 MDL
#> 153 random fit_trendshift_ar1 MDL
#> 154 wbs <NA> <NA>
#> 155 ga-shi fit_meanshift_norm_ar1 BIC
#> 156 ga-coen fit_nhpp BMDL
#> 157 coen fit_nhpp BMDL
#> 158 manual fit_meanshift_norm BIC
#> 159 null fit_meanshift_norm BIC