From db411c3de537ef43acf2e045fd33dbc6b13ce5c1 Mon Sep 17 00:00:00 2001 From: Zach Deane-Mayer Date: Wed, 7 Aug 2024 13:27:58 -0400 Subject: [PATCH 1/3] rebuild --- R/caretPredict.R | 102 ++++++++++++++----------- R/caretStack.R | 11 ++- R/permutationImportance.R | 16 ---- coverage.rds | Bin 151698 -> 151342 bytes man/extractModelType.Rd | 22 ------ man/isClassifier.Rd | 2 +- man/set_excluded_class_id.Rd | 4 +- tests/testthat/test-helper_functions.R | 52 ++++++------- 8 files changed, 91 insertions(+), 118 deletions(-) delete mode 100644 man/extractModelType.Rd diff --git a/R/caretPredict.R b/R/caretPredict.R index 328d8f2a..ed814cf1 100644 --- a/R/caretPredict.R +++ b/R/caretPredict.R @@ -13,7 +13,7 @@ caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { stopifnot(methods::is(object, "train")) # Extract the model type - model_type <- extractModelType(object, validate_for_stacking = is.null(newdata)) + is_class <- isClassifierAndValidate(object, validate_for_stacking = is.null(newdata)) # If newdata is NULL, return the stacked predictions if (is.null(newdata)) { @@ -28,7 +28,7 @@ caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { # Keep only the predictions keep_cols <- "pred" - if (model_type == "Classification") { + if (is_class) { keep_cols <- levels(object) } pred <- pred[, c("rowIndex", keep_cols), drop = FALSE, with = FALSE] @@ -44,7 +44,7 @@ caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { # Otherwise, predict on newdata } else { - if (model_type == "Classification") { + if (is_class) { pred <- caret::predict.train(object, type = "prob", newdata = newdata, ...) } else { pred <- caret::predict.train(object, type = "raw", newdata = newdata, ...) @@ -62,7 +62,7 @@ caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { # Make sure in both cases we have consitent column names and column order # Drop the excluded class for classificaiton stopifnot(nrow(pred) == nrow(newdata)) - if (model_type == "Classification") { + if (is_class) { stopifnot( ncol(pred) == nlevels(object), names(pred) == levels(object) @@ -202,45 +202,6 @@ dropExcludedClass <- function(x, all_classes, excluded_class_id) { x } -#' @title Extract the model type from a \code{\link[caret]{train}} object -#' @description Extract the model type from a \code{\link[caret]{train}} object. -#' For classification, validates that the model can predict probabilities, and, -#' if stacked predictions are requested, that classProbs = TRUE. -#' @param object a \code{\link[caret]{train}} object -#' @param validate_for_stacking a logical indicating whether to validate the object for stacked predictions -#' @return a character string -#' @keywords internal -extractModelType <- function(object, validate_for_stacking = TRUE) { - stopifnot(methods::is(object, "train")) - - # Extract type - model_type <- object$modelType - - # Class or reg? - is_class <- model_type == "Classification" - - # Validate for predictions - if (is_class && !is.function(object$modelInfo$prob)) { - stop("No probability function found. Re-fit with a method that supports prob.", call. = FALSE) - } - # Validate for stacked predictions - if (validate_for_stacking) { - err <- "Must have savePredictions = 'all', 'final', or TRUE in trainControl to do stacked predictions." - if (is.null(object$control$savePredictions)) { - stop(err, call. = FALSE) - } - if (!object$control$savePredictions %in% c("all", "final", TRUE)) { - stop(err, call. = FALSE) - } - if (is_class && !object$control$classProbs) { - stop("classProbs = FALSE. Re-fit with classProbs = TRUE in trainControl.", call. = FALSE) - } - } - - # Return - model_type -} - #' @title S3 definition for concatenating train objects #' #' @description take N objects of class train and concatenate into an object of class caretList for future ensembling @@ -365,9 +326,9 @@ extractPredObsResid <- function(object, show_class_id = 2L) { is.data.frame(object$pred) ) keep_cols <- c("pred", "obs", "rowIndex") - type <- object$modelType + is_class <- isClassifier(object) predobs <- data.table::data.table(object$pred) - if (type == "Classification") { + if (is_class) { show_class <- levels(object)[show_class_id] data.table::set(predobs, j = "pred", value = predobs[[show_class]]) data.table::set(predobs, j = "obs", value = as.integer(predobs[["obs"]] == show_class)) @@ -380,3 +341,54 @@ extractPredObsResid <- function(object, show_class_id = 2L) { data.table::setorderv(predobs, "rowIndex") predobs } + + +#' @title Is Classifier +#' @description Check if a model is a classifier. +#' @param model A train object from the caret package. +#' @return A logical indicating whether the model is a classifier. +#' @keywords internal +isClassifier <- function(model) { + stopifnot(methods::is(model, "train") || methods::is(model, "caretStack")) + if (methods::is(model, "train")) { + out <- model$modelType == "Classification" + } else { + out <- model$ens_model$modelType == "Classification" + } + out +} + +#' @title Validate a model type +#' @description Validate the model type from a \code{\link[caret]{train}} object. +#' For classification, validates that the model can predict probabilities, and, +#' if stacked predictions are requested, that classProbs = TRUE. +#' @param object a \code{\link[caret]{train}} object +#' @param validate_for_stacking a logical indicating whether to validate the object for stacked predictions +#' @return a logical. TRUE if classifier, otherwise FALSE. +#' @keywords internal +isClassifierAndValidate <- function(object, validate_for_stacking = TRUE) { + stopifnot(methods::is(object, "train")) + + is_class <- isClassifier(object) + + # Validate for predictions + if (is_class && !is.function(object$modelInfo$prob)) { + stop("No probability function found. Re-fit with a method that supports prob.", call. = FALSE) + } + # Validate for stacked predictions + if (validate_for_stacking) { + err <- "Must have savePredictions = 'all', 'final', or TRUE in trainControl to do stacked predictions." + if (is.null(object$control$savePredictions)) { + stop(err, call. = FALSE) + } + if (!object$control$savePredictions %in% c("all", "final", TRUE)) { + stop(err, call. = FALSE) + } + if (is_class && !object$control$classProbs) { + stop("classProbs = FALSE. Re-fit with classProbs = TRUE in trainControl.", call. = FALSE) + } + } + + # Return + is_class +} diff --git a/R/caretStack.R b/R/caretStack.R index 9a13e677..4946257d 100644 --- a/R/caretStack.R +++ b/R/caretStack.R @@ -143,11 +143,10 @@ predict.caretStack <- function( check_caretStack(object) # Extract model types - model_type <- object$ens_model$modelType - is_class <- model_type == "Classification" + is_class <- isClassifier(object) # If the excluded class wasn't set at train time, set it - object <- set_excluded_class_id(object, model_type) + object <- set_excluded_class_id(object, is_class) # Check return_class_only if (return_class_only) { @@ -224,10 +223,10 @@ check_caretStack <- function(object) { #' @description Set the excluded class id for a caretStack object #' #' @param object a caretStack object -#' @param model_type the model type as a character vector with length 1 +#' @param is_class the model type as a logical vector with length 1 #' @keywords internal -set_excluded_class_id <- function(object, model_type) { - if (model_type == "Classification" && is.null(object[["excluded_class_id"]])) { +set_excluded_class_id <- function(object, is_class) { + if (is_class && is.null(object[["excluded_class_id"]])) { object[["excluded_class_id"]] <- 1L warning("No excluded_class_id set. Setting to 1L.", call. = FALSE) } diff --git a/R/permutationImportance.R b/R/permutationImportance.R index 23fa9a7f..4c06d19b 100644 --- a/R/permutationImportance.R +++ b/R/permutationImportance.R @@ -25,22 +25,6 @@ mae <- function(a, b) { mean(abs(a - b)) } -#' @title Is Classifier -#' @description Check if a model is a classifier. -#' @param model A train object from the caret package. -#' @return A logical indicating whether the model is a classifier. -#' @keywords internal -isClassifier <- function(model) { - stopifnot(methods::is(model, "train") || methods::is(model, "caretStack")) - if (methods::is(model, "train")) { - out <- model$modelType == "Classification" - } else { - out <- model$ens_model$modelType == "Classification" - } - out -} - - #' @title Shuffled MAE #' @description Compute the mean absolute error of a model's predictions when a variable is shuffled. #' @param original_data A data.table of the original data. diff --git a/coverage.rds b/coverage.rds index 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z{X2WxUZdg5cHUQWzqtnh5d7WP?gV|mkAa?FVc;bC$e;iYQ~$Nd7BSQG{dVueKk;k- Me@KI#wMB;v0Ly$gg8%>k diff --git a/man/extractModelType.Rd b/man/extractModelType.Rd deleted file mode 100644 index d85b6dc8..00000000 --- a/man/extractModelType.Rd +++ /dev/null @@ -1,22 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/caretPredict.R -\name{extractModelType} -\alias{extractModelType} -\title{Extract the model type from a \code{\link[caret]{train}} object} -\usage{ -extractModelType(object, validate_for_stacking = TRUE) -} -\arguments{ -\item{object}{a \code{\link[caret]{train}} object} - -\item{validate_for_stacking}{a logical indicating whether to validate the object for stacked predictions} -} -\value{ -a character string -} -\description{ -Extract the model type from a \code{\link[caret]{train}} object. -For classification, validates that the model can predict probabilities, and, - if stacked predictions are requested, that classProbs = TRUE. -} -\keyword{internal} diff --git a/man/isClassifier.Rd b/man/isClassifier.Rd index 2646a57d..cbf65992 100644 --- a/man/isClassifier.Rd +++ b/man/isClassifier.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/permutationImportance.R +% Please edit documentation in R/caretPredict.R \name{isClassifier} \alias{isClassifier} \title{Is Classifier} diff --git a/man/set_excluded_class_id.Rd b/man/set_excluded_class_id.Rd index 38ca643b..b93c9a56 100644 --- a/man/set_excluded_class_id.Rd +++ b/man/set_excluded_class_id.Rd @@ -4,12 +4,12 @@ \alias{set_excluded_class_id} \title{Set excluded class id} \usage{ -set_excluded_class_id(object, model_type) +set_excluded_class_id(object, is_class) } \arguments{ \item{object}{a caretStack object} -\item{model_type}{the model type as a character vector with length 1} +\item{is_class}{the model type as a logical vector with length 1} } \description{ Set the excluded class id for a caretStack object diff --git a/tests/testthat/test-helper_functions.R b/tests/testthat/test-helper_functions.R index 032f20df..50788f49 100644 --- a/tests/testthat/test-helper_functions.R +++ b/tests/testthat/test-helper_functions.R @@ -23,7 +23,7 @@ testthat::test_that("No predictions generates an error", { tuneLength = 1L, verbose = FALSE, methodList = c("rf", "gbm") ) - testthat::expect_is(vapply(models_multi, extractModelType, character(1L)), "character") + testthat::expect_is(vapply(models_multi, isClassifierAndValidate, logical(1L)), "logical") models <- caretList( iris[, 1L:2L], factor(ifelse(iris[, 5L] == "setosa", "Yes", "No")), @@ -45,9 +45,9 @@ testthat::test_that("No predictions generates an error", { ) models2 <- c(new_model, models) models3 <- c(models, new_model) - testthat::expect_is(vapply(models, extractModelType, character(1L)), "character") - testthat::expect_is(vapply(models2, extractModelType, character(1L)), "character") - testthat::expect_is(vapply(models3, extractModelType, character(1L)), "character") + testthat::expect_is(vapply(models, isClassifierAndValidate, logical(1L)), "logical") + testthat::expect_is(vapply(models2, isClassifierAndValidate, logical(1L)), "logical") + testthat::expect_is(vapply(models3, isClassifierAndValidate, logical(1L)), "logical") }) testthat::test_that("We can make the stacked predictions matrix", { @@ -156,7 +156,7 @@ testthat::test_that("caretList supports combined regression, binary, multiclass" # Combine them! all_models <- c(reg_models, bin_models, multi_models) testthat::expect_s3_class(all_models, "caretList") - testthat::expect_is(vapply(all_models, extractModelType, character(1L)), "character") + testthat::expect_is(vapply(all_models, isClassifierAndValidate, logical(1L)), "logical") # Test preds stacked_p <- predict(all_models) @@ -167,25 +167,25 @@ testthat::test_that("caretList supports combined regression, binary, multiclass" testthat::expect_identical(nrow(new_p), 10L) }) -testthat::test_that("extractModelType shouldn't care about predictions", { +testthat::test_that("isClassifierAndValidate shouldn't care about predictions", { model_list <- models.class model_list[[1L]]$pred <- NULL - testthat::expect_is(vapply(model_list, extractModelType, character(1L)), "character") - testthat::expect_equivalent(unique(vapply(model_list, extractModelType, character(1L))), "Classification") + testthat::expect_is(vapply(model_list, isClassifierAndValidate, logical(1L)), "logical") + testthat::expect_equivalent(unique(vapply(model_list, isClassifierAndValidate, logical(1L))), TRUE) }) -testthat::test_that("extractModelType stops when a classification model can't predict probabilities", { +testthat::test_that("isClassifierAndValidate stops when a classification model can't predict probabilities", { model_list <- models.class model_list[[1L]]$modelInfo$prob <- FALSE err <- "No probability function found. Re-fit with a method that supports prob." - testthat::expect_error(lapply(model_list, extractModelType), err) + testthat::expect_error(lapply(model_list, isClassifierAndValidate), err) }) -testthat::test_that("extractModelType stops when a classification model did not save probs", { +testthat::test_that("isClassifierAndValidate stops when a classification model did not save probs", { model_list <- models.class model_list[[1L]]$control$classProbs <- FALSE err <- "classProbs = FALSE. Re-fit with classProbs = TRUE in trainControl." - testthat::expect_error(lapply(model_list, extractModelType, validate_for_stacking = TRUE), err) + testthat::expect_error(lapply(model_list, isClassifierAndValidate, validate_for_stacking = TRUE), err) testthat::context("Test helper functions for multiclass classification") testthat::test_that("Check errors in caretEnsemble for multiclass classification work", { @@ -308,25 +308,25 @@ testthat::test_that("wtd.sd calculates weighted standard deviation correctly", { testthat::expect_error(wtd.sd(x, w[-1L]), "'x' and 'w' must have the same length") }) -testthat::test_that("extractModelType validates caretList correctly", { - testthat::expect_is(vapply(models.class, extractModelType, character(1L)), "character") - testthat::expect_is(vapply(models.reg, extractModelType, character(1L)), "character") +testthat::test_that("isClassifierAndValidate validates caretList correctly", { + testthat::expect_is(vapply(models.class, isClassifierAndValidate, logical(1L)), "logical") + testthat::expect_is(vapply(models.reg, isClassifierAndValidate, logical(1L)), "logical") # Test error for non-caretList object testthat::expect_error( - extractModelType(list(model = lm(Y.reg ~ ., data = as.data.frame(X.reg)))), + isClassifierAndValidate(list(model = lm(Y.reg ~ ., data = as.data.frame(X.reg)))), "is(object, \"train\") is not TRUE", fixed = TRUE ) }) -testthat::test_that("extractModelType validates model types correctly", { - testthat::expect_is(vapply(models.class, extractModelType, character(1L)), "character") - testthat::expect_is(vapply(models.reg, extractModelType, character(1L)), "character") +testthat::test_that("isClassifierAndValidate validates model types correctly", { + testthat::expect_is(vapply(models.class, isClassifierAndValidate, logical(1L)), "logical") + testthat::expect_is(vapply(models.reg, isClassifierAndValidate, logical(1L)), "logical") # Test error for mixed model types mixed_list <- c(models.class, models.reg) - testthat::expect_is(vapply(mixed_list, extractModelType, character(1L)), "character") + testthat::expect_is(vapply(mixed_list, isClassifierAndValidate, logical(1L)), "logical") }) testthat::test_that("Stacked predictions for caret lists works", { @@ -364,9 +364,9 @@ testthat::test_that("extractModelName extracts model names correctly", { testthat::expect_identical(extractModelName(custom_model), "custom_rf") }) -testthat::test_that("extractModelType extracts model types correctly", { - testthat::expect_identical(unique(vapply(models.class, extractModelType, character(1L))), "Classification") - testthat::expect_identical(unique(vapply(models.reg, extractModelType, character(1L))), "Regression") +testthat::test_that("isClassifierAndValidate extracts model types correctly", { + testthat::expect_true(unique(vapply(models.class, isClassifierAndValidate, logical(1L)))) + testthat::expect_false(unique(vapply(models.reg, isClassifierAndValidate, logical(1L)))) }) testthat::test_that("caretPredict extracts best predictions correctly", { @@ -454,11 +454,11 @@ testthat::test_that("validateExcludedClass validates excluded level correctly", testthat::expect_warning(testthat::expect_identical(validateExcludedClass(2.0), 2L), txt) }) -testthat::test_that("extractModelType fails for models without object$control$savePredictions", { +testthat::test_that("isClassifierAndValidate fails for models without object$control$savePredictions", { model <- models.class[[1L]] model$control$savePredictions <- NULL err <- "Must have savePredictions = 'all', 'final', or TRUE in trainControl to do stacked predictions." - testthat::expect_error(extractModelType(model), err) + testthat::expect_error(isClassifierAndValidate(model), err) model$control$savePredictions <- "BAD_VALUE" - testthat::expect_error(extractModelType(model), err) + testthat::expect_error(isClassifierAndValidate(model), err) }) From c26d8664db0224b5ea288ea32fcb8832962ce0f0 Mon Sep 17 00:00:00 2001 From: Zach Deane-Mayer Date: Wed, 7 Aug 2024 13:31:03 -0400 Subject: [PATCH 2/3] rebuild --- man/isClassifierAndValidate.Rd | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 man/isClassifierAndValidate.Rd diff --git a/man/isClassifierAndValidate.Rd b/man/isClassifierAndValidate.Rd new file mode 100644 index 00000000..7f63bb71 --- /dev/null +++ b/man/isClassifierAndValidate.Rd @@ -0,0 +1,22 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/caretPredict.R +\name{isClassifierAndValidate} +\alias{isClassifierAndValidate} +\title{Validate a model type} +\usage{ +isClassifierAndValidate(object, validate_for_stacking = TRUE) +} +\arguments{ +\item{object}{a \code{\link[caret]{train}} object} + +\item{validate_for_stacking}{a logical indicating whether to validate the object for stacked predictions} +} +\value{ +a logical. TRUE if classifier, otherwise FALSE. +} +\description{ +Validate the model type from a \code{\link[caret]{train}} object. +For classification, validates that the model can predict probabilities, and, + if stacked predictions are requested, that classProbs = TRUE. +} +\keyword{internal} From 494900d14823a5d4c5f2dc96052a6fca58a0e8b1 Mon Sep 17 00:00:00 2001 From: Zach Deane-Mayer Date: Wed, 7 Aug 2024 15:10:07 -0400 Subject: [PATCH 3/3] fix tests and rebuild --- R/caretList.R | 9 ++- R/caretPredict.R | 116 ++++++++++++++-------------- R/caretStack.R | 32 +++++++- coverage.rds | Bin 151342 -> 156129 bytes man/aggregate_mean_or_first.Rd | 18 +++++ man/caretPredict.Rd | 1 + man/extractBestPreds.Rd | 18 +++++ man/extractModelName.Rd | 1 + man/extractPredObsResid.Rd | 20 ----- man/stackedTrainResiduals.Rd | 21 +++++ tests/testthat/test-caretEnsemble.R | 2 +- tests/testthat/test-caretList.R | 5 -- 12 files changed, 152 insertions(+), 91 deletions(-) create mode 100644 man/aggregate_mean_or_first.Rd create mode 100644 man/extractBestPreds.Rd delete mode 100644 man/extractPredObsResid.Rd create mode 100644 man/stackedTrainResiduals.Rd diff --git a/R/caretList.R b/R/caretList.R index a7d5a502..b4ff6b86 100644 --- a/R/caretList.R +++ b/R/caretList.R @@ -74,10 +74,7 @@ caretList <- function( if (is.null(metric)) { metric <- "RMSE" if (is_class) { - metric <- "Accuracy" - if (is_binary) { - metric <- "ROC" - } + metric <- if (is_binary) "ROC" else "Accuracy" } } @@ -94,6 +91,10 @@ caretList <- function( ) } + # ALWAYS save class probs + trControl[["classProbs"]] <- is_class + trControl["savePredictions"] <- "final" + # Capture global arguments for train as a list # Squish trControl back onto the global arguments list global_args <- list(...) diff --git a/R/caretPredict.R b/R/caretPredict.R index ed814cf1..6f109f60 100644 --- a/R/caretPredict.R +++ b/R/caretPredict.R @@ -9,6 +9,7 @@ #' @param excluded_class_id an integer indicating the class to exclude. If 0L, no class is excluded #' @param ... additional arguments to pass to \code{\link[caret]{predict.train}}, if newdata is not NULL #' @return a data.table +#' @keywords internal caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { stopifnot(methods::is(object, "train")) @@ -17,30 +18,9 @@ caretPredict <- function(object, newdata = NULL, excluded_class_id = 1L, ...) { # If newdata is NULL, return the stacked predictions if (is.null(newdata)) { - # Extract the best tune - a <- data.table::data.table(object$bestTune, key = names(object$bestTune)) - - # Extract the best predictions - b <- data.table::data.table(object$pred, key = names(object$bestTune)) - - # Subset pred data to the best tune only - pred <- b[a, ] - - # Keep only the predictions - keep_cols <- "pred" - if (is_class) { - keep_cols <- levels(object) - } - pred <- pred[, c("rowIndex", keep_cols), drop = FALSE, with = FALSE] - - # If we have multiple resamples per row - # e.g. for repeated CV, we need to average the predictions - data.table::setkeyv(pred, "rowIndex") - pred <- pred[, lapply(.SD, mean), by = "rowIndex"] - data.table::setorderv(pred, "rowIndex") - - # Remove the rowIndex - data.table::set(pred, j = "rowIndex", value = NULL) + pred <- extractBestPreds(object) + keep_cols <- if (is_class) levels(object) else "pred" + pred <- pred[, keep_cols, with = FALSE] # Otherwise, predict on newdata } else { @@ -110,9 +90,9 @@ caretTrain <- function(local_args, global_args, continue_on_fail = FALSE, trim = model <- do.call(caret::train, model_args) } - # Use data.table for stacked predictions + # Only save stacked predictions for the best model if ("pred" %in% names(model)) { - model[["pred"]] <- data.table::data.table(model[["pred"]]) + model[["pred"]] <- extractBestPreds(model) } if (trim) { @@ -143,6 +123,55 @@ caretTrain <- function(local_args, global_args, continue_on_fail = FALSE, trim = model } +#' @title Aggregate mean or first +#' @description For numeric data take the mean. For character data take the first value. +#' @param x a train object +#' @return a data.table::data.table with predictions +#' @keywords internal +aggregate_mean_or_first <- function(x) { + if (is.numeric(x)) { + mean(x) + } else { + x[1L] + } +} + +#' @title Extract the best predictions from a train object +#' @description Extract the best predictions from a train object. +#' @param x a train object +#' @return a data.table::data.table with predictions +#' @keywords internal +extractBestPreds <- function(x) { + stopifnot(methods::is(x, "train")) + if (is.null(x$pred)) { + stop("No predictions saved during training. Please set savePredictions = 'final' in trainControl", call. = FALSE) + } + stopifnot(methods::is(x$pred, "data.frame")) + + # Extract the best tune + keys <- names(x$bestTune) + best_tune <- data.table::data.table(x$bestTune, key = keys) + + # Extract the best predictions + pred <- data.table::data.table(x$pred, key = keys) + + # Subset pred data to the best tune only + # Drop rows for other tunes + pred <- pred[best_tune, ] + + # If we have multiple resamples per row + # e.g. for repeated CV, we need to average the predictions + keys <- "rowIndex" + data.table::setkeyv(pred, keys) + pred <- pred[, lapply(.SD, aggregate_mean_or_first), by = keys] + + # Order results consistently + data.table::setorderv(pred, keys) + + # Return + pred +} + #' @title Validate the excluded class #' @description Helper function to ensure that the excluded level for classification is an integer. #' Set to 0L to exclude no class. @@ -269,8 +298,8 @@ extractMetric <- function(x, ...) { #' @param ... ignored #' If NULL, uses the metric that was used to train the model. #' @return A numeric representing the metric desired metric. -#' @export #' @method extractMetric train +#' @export extractMetric.train <- function(x, metric = NULL, ...) { if (is.null(metric) || !metric %in% names(x$results)) { metric <- x$metric @@ -301,6 +330,7 @@ extractMetric.train <- function(x, metric = NULL, ...) { #' used instead. #' @param x a single caret train object #' @return Name associated with model +#' @keywords internal extractModelName <- function(x) { if (is.list(x$method)) { checkCustomModel(x$method)$method @@ -311,38 +341,6 @@ extractModelName <- function(x) { } } -#' @title Extract the best predictions and observations from a train object -#' @description This function extracts the best predictions and observations from a train object -#' and then calculates residuals. It only uses one class for classification models, by default class 2. -#' @param object a \code{train} object -#' @param show_class_id For classification only: which class level to use for residuals -#' @return a data.table::data.table with predictions, observeds, and residuals -extractPredObsResid <- function(object, show_class_id = 2L) { - if (is.null(object$pred)) { - stop("No predictions saved during training. Please set savePredictions = 'final' in trainControl", call. = FALSE) - } - stopifnot( - methods::is(object, "train"), - is.data.frame(object$pred) - ) - keep_cols <- c("pred", "obs", "rowIndex") - is_class <- isClassifier(object) - predobs <- data.table::data.table(object$pred) - if (is_class) { - show_class <- levels(object)[show_class_id] - data.table::set(predobs, j = "pred", value = predobs[[show_class]]) - data.table::set(predobs, j = "obs", value = as.integer(predobs[["obs"]] == show_class)) - } - predobs <- predobs[, keep_cols, with = FALSE] - data.table::setkeyv(predobs, "rowIndex") - predobs <- predobs[, lapply(.SD, mean), by = "rowIndex"] - r <- predobs[["obs"]] - predobs[["pred"]] - data.table::set(predobs, j = "resid", value = r) - data.table::setorderv(predobs, "rowIndex") - predobs -} - - #' @title Is Classifier #' @description Check if a model is a classifier. #' @param model A train object from the caret package. diff --git a/R/caretStack.R b/R/caretStack.R index 4946257d..3aabdecb 100644 --- a/R/caretStack.R +++ b/R/caretStack.R @@ -411,6 +411,34 @@ plot.caretStack <- function(x, metric = NULL, ...) { plt } +#' @title Extracted stacked residuals for the autoplot +#' @description This function extracts the predictions, observeds, and residuals from a \code{train} object. +#' It uses the object's stacked predictions from cross-validation. +#' @param object a \code{train} object +#' @param show_class_id For classification only: which class level to use for residuals +#' @return a data.table::data.table with predictions, observeds, and residuals +#' @keywords internal +stackedTrainResiduals <- function(object, show_class_id = 2L) { + stopifnot(methods::is(object, "train")) + is_class <- isClassifier(object) + predobs <- extractBestPreds(object) + rowIndex <- predobs[["rowIndex"]] + pred <- predobs[["pred"]] + obs <- predobs[["obs"]] + if (is_class) { + show_class <- levels(object)[show_class_id] + pred <- predobs[[show_class]] + obs <- as.integer(obs == show_class) + } + predobs <- data.table::data.table( + rowIndex = rowIndex, + pred = pred, + obs = obs, + resid = obs - pred + ) + predobs +} + #' @title Convenience function for more in-depth diagnostic plots of caretStack objects #' @description This function provides a more robust series of diagnostic plots #' for a caretEnsemble object. @@ -444,7 +472,7 @@ plot.caretStack <- function(x, metric = NULL, ...) { # https://github.com/thomasp85/patchwork/issues/226 — why we need importFrom patchwork plot_layout autoplot.caretStack <- function(object, xvars = NULL, show_class_id = 2L, ...) { stopifnot(methods::is(object, "caretStack")) - ensemble_data <- extractPredObsResid(object$ens_model, show_class_id = show_class_id) + ensemble_data <- stackedTrainResiduals(object$ens_model, show_class_id = show_class_id) # Performance metrics by model g1 <- plot(object) + ggplot2::labs(title = "Metric and SD For Component Models") @@ -469,7 +497,7 @@ autoplot.caretStack <- 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