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revisiting tunable() for model specifications #1105

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revisiting tunable() for model specifications #1105

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132abc9
test tunable output
simonpcouch Apr 5, 2024
6e8106e
demonstrate 1104
simonpcouch Apr 5, 2024
21a56c8
exclude non-tunable engine arguments in `tunable()`
simonpcouch Apr 5, 2024
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20 changes: 10 additions & 10 deletions R/tunable.R
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Original file line number Diff line number Diff line change
Expand Up @@ -248,7 +248,7 @@ tunable.linear_reg <- function(x, ...) {
} else if (x$engine == "brulee") {
res <- add_engine_parameters(res, brulee_linear_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -260,7 +260,7 @@ tunable.logistic_reg <- function(x, ...) {
} else if (x$engine == "brulee") {
res <- add_engine_parameters(res, brulee_logistic_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -272,7 +272,7 @@ tunable.multinomial_reg <- function(x, ...) {
} else if (x$engine == "brulee") {
res <- add_engine_parameters(res, brulee_multinomial_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -295,7 +295,7 @@ tunable.boost_tree <- function(x, ...) {
res$call_info[res$name == "sample_size"] <-
list(list(pkg = "dials", fun = "sample_prop"))
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -310,7 +310,7 @@ tunable.rand_forest <- function(x, ...) {
} else if (x$engine == "aorsf") {
res <- add_engine_parameters(res, aorsf_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -319,7 +319,7 @@ tunable.mars <- function(x, ...) {
if (x$engine == "earth") {
res <- add_engine_parameters(res, earth_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -333,7 +333,7 @@ tunable.decision_tree <- function(x, ...) {
partykit_engine_args %>%
dplyr::mutate(component = "decision_tree"))
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -343,7 +343,7 @@ tunable.svm_poly <- function(x, ...) {
res$call_info[res$name == "degree"] <-
list(list(pkg = "dials", fun = "prod_degree", range = c(1L, 3L)))
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}


Expand All @@ -357,7 +357,7 @@ tunable.mlp <- function(x, ...) {
res$call_info[res$name == "epochs"] <-
list(list(pkg = "dials", fun = "epochs", range = c(5L, 500L)))
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

#' @export
Expand All @@ -366,7 +366,7 @@ tunable.survival_reg <- function(x, ...) {
if (x$engine == "flexsurvspline") {
res <- add_engine_parameters(res, flexsurvspline_engine_args)
}
res
res[!vapply(res$call_info, is.null, logical(1)), ]
}

# nocov end
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