diff --git a/DESCRIPTION b/DESCRIPTION
index 92cc93e..50f435e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -11,6 +11,7 @@ Depends:
     tidyverse
 Imports:
     arrow,
+    caret,
     crew,
     crew.cluster,
     devtools,
diff --git a/renv.lock b/renv.lock
index dd0f3a6..4cc203c 100644
--- a/renv.lock
+++ b/renv.lock
@@ -122,6 +122,17 @@
       ],
       "Hash": "e57f593112825c91949debb0da1d45d6"
     },
+    "KernSmooth": {
+      "Package": "KernSmooth",
+      "Version": "2.23-24",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats"
+      ],
+      "Hash": "9f33a1ee37bbe8919eb2ec4b9f2473a5"
+    },
     "MASS": {
       "Package": "MASS",
       "Version": "7.3-61",
@@ -167,6 +178,18 @@
       ],
       "Hash": "0776bf7526869e0286b0463cb72fb211"
     },
+    "ModelMetrics": {
+      "Package": "ModelMetrics",
+      "Version": "1.2.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "data.table"
+      ],
+      "Hash": "40a55bd0b44719941d103291ac5e9d74"
+    },
     "R.matlab": {
       "Package": "R.matlab",
       "Version": "3.7.0",
@@ -316,6 +339,16 @@
       ],
       "Hash": "c232938949fcd8126034419cc529333a"
     },
+    "SQUAREM": {
+      "Package": "SQUAREM",
+      "Version": "2021.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "0cf10dab0d023d5b46a5a14387556891"
+    },
     "SparseM": {
       "Package": "SparseM",
       "Version": "1.84",
@@ -598,6 +631,32 @@
       ],
       "Hash": "ac6cdb8552c61bd36b0e54d07cf2aab7"
     },
+    "caret": {
+      "Package": "caret",
+      "Version": "6.0-94",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "ModelMetrics",
+        "R",
+        "e1071",
+        "foreach",
+        "ggplot2",
+        "grDevices",
+        "lattice",
+        "methods",
+        "nlme",
+        "pROC",
+        "plyr",
+        "recipes",
+        "reshape2",
+        "stats",
+        "stats4",
+        "utils",
+        "withr"
+      ],
+      "Hash": "528692344d5a174552e3bf7acdfbaebd"
+    },
     "cellranger": {
       "Package": "cellranger",
       "Version": "1.1.0",
@@ -656,6 +715,22 @@
       ],
       "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
     },
+    "clock": {
+      "Package": "clock",
+      "Version": "0.7.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "cpp11",
+        "lifecycle",
+        "rlang",
+        "tzdb",
+        "vctrs"
+      ],
+      "Hash": "3dcaebd52554438d12989e5061e15de8"
+    },
     "cluster": {
       "Package": "cluster",
       "Version": "2.1.6",
@@ -948,6 +1023,19 @@
       ],
       "Hash": "ea5bc8b4a6a01e4f12d98b58329930bb"
     },
+    "diagram": {
+      "Package": "diagram",
+      "Version": "1.6.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "shape",
+        "stats"
+      ],
+      "Hash": "c7f527c59edc72c4bce63519b8d38752"
+    },
     "diffobj": {
       "Package": "diffobj",
       "Version": "0.3.5",
@@ -1256,6 +1344,19 @@
       ],
       "Hash": "1a0a9a3d5083d0d573c4214576f1e690"
     },
+    "foreach": {
+      "Package": "foreach",
+      "Version": "1.5.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "codetools",
+        "iterators",
+        "utils"
+      ],
+      "Hash": "618609b42c9406731ead03adf5379850"
+    },
     "freesurferformats": {
       "Package": "freesurferformats",
       "Version": "0.1.18",
@@ -1687,6 +1788,13 @@
       ],
       "Hash": "d6db1667059d027da730decdc214b959"
     },
+    "gower": {
+      "Package": "gower",
+      "Version": "1.0.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "7a0051eef852c301b5efe2f7913dd45f"
+    },
     "gridExtra": {
       "Package": "gridExtra",
       "Version": "2.3",
@@ -1729,6 +1837,21 @@
       ],
       "Hash": "e18861963cbc65a27736e02b3cd3c4a0"
     },
+    "hardhat": {
+      "Package": "hardhat",
+      "Version": "1.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "rlang",
+        "tibble",
+        "vctrs"
+      ],
+      "Hash": "e7aabf81944f6c6cbbcec1f85827a279"
+    },
     "haven": {
       "Package": "haven",
       "Version": "2.5.4",
@@ -1922,6 +2045,22 @@
       "Repository": "CRAN",
       "Hash": "6154ec2223172bce8162d4153cda21f7"
     },
+    "ipred": {
+      "Package": "ipred",
+      "Version": "0.9-15",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "class",
+        "nnet",
+        "prodlim",
+        "rpart",
+        "survival"
+      ],
+      "Hash": "3c3e02183ef7b9225213b531d0ce43f5"
+    },
     "isoband": {
       "Package": "isoband",
       "Version": "0.2.7",
@@ -1933,6 +2072,17 @@
       ],
       "Hash": "0080607b4a1a7b28979aecef976d8bc2"
     },
+    "iterators": {
+      "Package": "iterators",
+      "Version": "1.0.14",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "8954069286b4b2b0d023d1b288dce978"
+    },
     "jquerylib": {
       "Package": "jquerylib",
       "Version": "0.1.4",
@@ -2006,6 +2156,27 @@
       ],
       "Hash": "cc5ac1ba4c238c7ca9fa6a87ca11a7e2"
     },
+    "lava": {
+      "Package": "lava",
+      "Version": "1.8.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "SQUAREM",
+        "cli",
+        "future.apply",
+        "grDevices",
+        "graphics",
+        "methods",
+        "numDeriv",
+        "progressr",
+        "stats",
+        "survival",
+        "utils"
+      ],
+      "Hash": "579303ca1e817d94cea694b319803380"
+    },
     "libcoin": {
       "Package": "libcoin",
       "Version": "1.0-10",
@@ -2431,6 +2602,19 @@
       ],
       "Hash": "d69e33af0b2db93a1f3dcc4a5888379b"
     },
+    "pROC": {
+      "Package": "pROC",
+      "Version": "1.18.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "methods",
+        "plyr"
+      ],
+      "Hash": "82d32ebd548c6a4e7de73bab96411b3b"
+    },
     "parallelly": {
       "Package": "parallelly",
       "Version": "1.38.0",
@@ -2704,6 +2888,25 @@
       ],
       "Hash": "0c90a7d71988856bad2a2a45dd871bb9"
     },
+    "prodlim": {
+      "Package": "prodlim",
+      "Version": "2024.06.25",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "KernSmooth",
+        "R",
+        "Rcpp",
+        "data.table",
+        "diagram",
+        "grDevices",
+        "graphics",
+        "lava",
+        "stats",
+        "survival"
+      ],
+      "Hash": "d1e73a231e9442c29e21876f303382fc"
+    },
     "profvis": {
       "Package": "profvis",
       "Version": "0.3.8",
@@ -3005,6 +3208,38 @@
       ],
       "Hash": "8cf9c239b96df1bbb133b74aef77ad0a"
     },
+    "recipes": {
+      "Package": "recipes",
+      "Version": "1.1.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "cli",
+        "clock",
+        "dplyr",
+        "generics",
+        "glue",
+        "gower",
+        "hardhat",
+        "ipred",
+        "lifecycle",
+        "lubridate",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyr",
+        "tidyselect",
+        "timeDate",
+        "utils",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "fc6672e55fcd1b5c461a3529ff6b1b08"
+    },
     "rematch": {
       "Package": "rematch",
       "Version": "2.0.0",
@@ -3084,6 +3319,19 @@
       ],
       "Hash": "1425f91b4d5d9a8f25352c44a3d914ed"
     },
+    "reshape2": {
+      "Package": "reshape2",
+      "Version": "1.4.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "plyr",
+        "stringr"
+      ],
+      "Hash": "bb5996d0bd962d214a11140d77589917"
+    },
     "reticulate": {
       "Package": "reticulate",
       "Version": "1.38.0",
@@ -3179,6 +3427,19 @@
       ],
       "Hash": "6ee25f9054a70f44d615300ed531ba8d"
     },
+    "rpart": {
+      "Package": "rpart",
+      "Version": "4.1.23",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "b3d390424f41d04174cccf84d49676c2"
+    },
     "rprojroot": {
       "Package": "rprojroot",
       "Version": "2.0.4",
@@ -3364,6 +3625,19 @@
       ],
       "Hash": "3f9796a8d0a0e8c6eb49a4b029359d1f"
     },
+    "shape": {
+      "Package": "shape",
+      "Version": "1.4.6.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "5c47e84dc0a3ca761ae1d307889e796d"
+    },
     "shiny": {
       "Package": "shiny",
       "Version": "1.8.1.1",
@@ -3726,6 +4000,20 @@
       ],
       "Hash": "c328568cd14ea89a83bd4ca7f54ae07e"
     },
+    "timeDate": {
+      "Package": "timeDate",
+      "Version": "4041.110",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "c5e48e8ac24d4472ddb122bcdeb011ad"
+    },
     "timechange": {
       "Package": "timechange",
       "Version": "0.3.0",