From 7f9b44f8171e485ebd198864397e87aa4907f50a Mon Sep 17 00:00:00 2001 From: Martin Jullum Date: Thu, 14 Nov 2024 15:47:04 +0100 Subject: [PATCH] Bugfix keep_samp_for_vS with iterative approach (#417) --- R/compute_vS.R | 51 +++++++++++++++--- ...m_numeric_gaussian_group_converges_tol.rds | Bin 4090 -> 0 bytes ...lm_numeric_indep_conv_max_n_coalitions.rds | Bin 8929 -> 0 bytes ...m_numeric_independence_cont_est_object.rds | Bin 17322 -> 0 bytes ..._lm_numeric_independence_cont_est_path.rds | Bin 17322 -> 0 bytes ..._lm_numeric_independence_converges_tol.rds | Bin 10170 -> 0 bytes ...eric_independence_converges_tol_paired.rds | Bin 10170 -> 0 bytes ...ut_lm_numeric_independence_reach_exact.rds | Bin 8938 -> 0 bytes .../adaptive-output/output_verbose_1.rds | Bin 12892 -> 0 bytes .../adaptive-output/output_verbose_1_3.rds | Bin 12897 -> 0 bytes .../adaptive-output/output_verbose_1_3_4.rds | Bin 12901 -> 0 bytes .../output_verbose_1_3_4_5.rds | Bin 12912 -> 0 bytes .../output_asym_cond_reg_iterative.rds | Bin 6957 -> 6958 bytes .../output_cat_asym_causal_mixed_cat_ad.rds | Bin 10858 -> 10862 bytes .../output_mixed_asym_cond_reg.rds | Bin 7016 -> 7016 bytes ...put_mixed_sym_caus_conf_TRUE_iterative.rds | Bin 22500 -> 22524 bytes ...adaptive-output.md => iterative-output.md} | 35 ++++++++++++ ...m_numeric_gaussian_group_converges_tol.rds | Bin 0 -> 4090 bytes ...lm_numeric_indep_conv_max_n_coalitions.rds | Bin 0 -> 8933 bytes ...m_numeric_independence_cont_est_object.rds | Bin 0 -> 17355 bytes ..._lm_numeric_independence_cont_est_path.rds | Bin 0 -> 17355 bytes ...m_numeric_independence_converges_maxit.rds | Bin 13743 -> 13757 bytes ..._lm_numeric_independence_converges_tol.rds | Bin 0 -> 10178 bytes ...eric_independence_converges_tol_paired.rds | Bin 0 -> 10178 bytes ..._numeric_independence_keep_samp_for_vS.rds | Bin 0 -> 175217 bytes ...ut_lm_numeric_independence_reach_exact.rds | Bin 0 -> 8943 bytes .../iterative-output/output_verbose_1.rds | Bin 0 -> 12906 bytes .../iterative-output/output_verbose_1_3.rds | Bin 0 -> 12910 bytes .../iterative-output/output_verbose_1_3_4.rds | Bin 0 -> 12914 bytes .../output_verbose_1_3_4_5.rds | Bin 0 -> 12926 bytes .../{adaptive-setup.md => iterative-setup.md} | 0 ...utput_lm_numeric_lm_separate_iterative.rds | Bin 14144 -> 14156 bytes ...ptive-output.R => test-iterative-output.R} | 20 +++++++ ...daptive-setup.R => test-iterative-setup.R} | 0 34 files changed, 99 insertions(+), 7 deletions(-) delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_gaussian_group_converges_tol.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_indep_conv_max_n_coalitions.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_independence_cont_est_object.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_independence_cont_est_path.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_independence_converges_tol.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_independence_converges_tol_paired.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_lm_numeric_independence_reach_exact.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_verbose_1.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_verbose_1_3.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_verbose_1_3_4.rds delete mode 100644 tests/testthat/_snaps/adaptive-output/output_verbose_1_3_4_5.rds rename tests/testthat/_snaps/{adaptive-output.md => iterative-output.md} (96%) create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_gaussian_group_converges_tol.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_indep_conv_max_n_coalitions.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_cont_est_object.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_cont_est_path.rds rename tests/testthat/_snaps/{adaptive-output => iterative-output}/output_lm_numeric_independence_converges_maxit.rds (56%) create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_converges_tol.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_converges_tol_paired.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_keep_samp_for_vS.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_lm_numeric_independence_reach_exact.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_verbose_1.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_verbose_1_3.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_verbose_1_3_4.rds create mode 100644 tests/testthat/_snaps/iterative-output/output_verbose_1_3_4_5.rds rename tests/testthat/_snaps/{adaptive-setup.md => iterative-setup.md} (100%) rename tests/testthat/{test-adaptive-output.R => test-iterative-output.R} (93%) rename tests/testthat/{test-adaptive-setup.R => test-iterative-setup.R} (100%) diff --git a/R/compute_vS.R b/R/compute_vS.R index 321a391d3..6c3b26f19 100644 --- a/R/compute_vS.R +++ b/R/compute_vS.R @@ -231,6 +231,7 @@ compute_MCint <- function(dt, pred_cols = "p_hat") { #' @keywords internal append_vS_list <- function(vS_list, internal) { iter <- length(internal$iter_list) + keep_samp_for_vS <- internal$parameters$output_args$keep_samp_for_vS # Adds v_S output above to any vS_list already computed if (iter > 1) { @@ -249,17 +250,53 @@ append_vS_list <- function(vS_list, internal) { prev_vS_list_new <- list() # Applies the mapper to update the prev_vS_list ot the new id_coalition numbering - for (k in seq_along(prev_vS_list)) { - prev_vS_list_new[[k]] <- merge(prev_vS_list[[k]], - id_coalitions_mapper[, .(id_coalition, id_coalition_new)], - by = "id_coalition" - ) - prev_vS_list_new[[k]][, id_coalition := id_coalition_new] - prev_vS_list_new[[k]][, id_coalition_new := NULL] + if (isFALSE(keep_samp_for_vS)) { + for (k in seq_along(prev_vS_list)) { + this_vS <- prev_vS_list[[k]] + + this_vS_new <- merge(this_vS, + id_coalitions_mapper[, .(id_coalition, id_coalition_new)], + by = "id_coalition" + ) + + this_vS_new[, id_coalition := id_coalition_new] + this_vS_new[, id_coalition_new := NULL] + + + prev_vS_list_new[[k]] <- this_vS_new + } + } else { + for (k in seq_along(prev_vS_list)) { + this_vS <- prev_vS_list[[k]]$dt_vS + this_samp_for_vS <- prev_vS_list[[k]]$dt_samp_for_vS + + + this_vS_new <- merge(this_vS, + id_coalitions_mapper[, .(id_coalition, id_coalition_new)], + by = "id_coalition" + ) + + this_vS_new[, id_coalition := id_coalition_new] + this_vS_new[, id_coalition_new := NULL] + + this_samp_for_vS_new <- merge(this_samp_for_vS, + id_coalitions_mapper[, .(id_coalition, id_coalition_new)], + by = "id_coalition" + ) + + this_samp_for_vS_new[, id_coalition := id_coalition_new] + this_samp_for_vS_new[, id_coalition_new := NULL] + + + prev_vS_list_new[[k]] <- list(dt_vS = this_vS_new, dt_samp_for_vS = this_samp_for_vS_new) + } } + names(prev_vS_list_new) <- names(prev_vS_list) # Merge the new vS_list with the old vS_list vS_list <- c(prev_vS_list_new, vS_list) } + + return(vS_list) } diff --git a/tests/testthat/_snaps/adaptive-output/output_lm_numeric_gaussian_group_converges_tol.rds b/tests/testthat/_snaps/adaptive-output/output_lm_numeric_gaussian_group_converges_tol.rds deleted file mode 100644 index ed6d05c26d72c8e9001e3ded0a881268887f3f26..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4090 zcmVP_xXjF*J9qBfnYnjn-b^meCxqk?U!Irb`Dv8+FIqD1%o!9{ zLK6W9Sx$jLNQj4m7vhC1l;+OZ^|Om=-(cZQ&n!H9~w|LmnRqGZ{4{uBK_E$Pm~>=Bu5_m=e|GXbWI`T0&DH 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similarity index 96% rename from tests/testthat/_snaps/adaptive-output.md rename to tests/testthat/_snaps/iterative-output.md index 72239e8d0..c3c2d8622 100644 --- a/tests/testthat/_snaps/adaptive-output.md +++ b/tests/testthat/_snaps/iterative-output.md @@ -982,3 +982,38 @@ 2: 2 42.44 4.919 -4.878 -11.9086 -0.8405 -1.1714 3: 3 42.44 7.447 -25.748 0.0324 -0.1976 0.8978 +# output_lm_numeric_independence_keep_samp_for_vS + + Code + (out <- code) + Message + Success with message: + max_n_coalitions is NULL or larger than or 2^n_features = 32, + and is therefore set to 2^n_features = 32. + + * Model class: + * Approach: independence + * Iterative estimation: TRUE + * Number of feature-wise Shapley values: 5 + * Number of observations to explain: 3 + + -- iterative computation started -- + + -- Iteration 1 ----------------------------------------------------------------- + i Using 5 of 32 coalitions, 5 new. + + -- Iteration 2 ----------------------------------------------------------------- + i Using 10 of 32 coalitions, 4 new. + + -- Iteration 3 ----------------------------------------------------------------- + i Using 12 of 32 coalitions, 2 new. + + -- Iteration 4 ----------------------------------------------------------------- + i Using 16 of 32 coalitions, 4 new. + Output + explain_id none Solar.R Wind Temp Month Day + + 1: 1 42.44 -4.541 8.330 17.491 -5.585 -3.093 + 2: 2 42.44 2.246 -3.285 -5.258 -5.585 -1.997 + 3: 3 42.44 3.704 -18.549 -1.467 -2.545 1.289 + diff --git a/tests/testthat/_snaps/iterative-output/output_lm_numeric_gaussian_group_converges_tol.rds b/tests/testthat/_snaps/iterative-output/output_lm_numeric_gaussian_group_converges_tol.rds new file mode 100644 index 0000000000000000000000000000000000000000..07003dc0cced70043a52f4eaf6512754f3ab9a39 GIT binary patch literal 4090 zcmVP_xXjF*J9qBfnYnjn-b^meCxqk?pU*?`{4`4Z7cH50<_wA} zp@{&5ET_OAB*a6(3-Ll0N^@uI`q@RbZ?N#D=axRn!tZ9D`ZMN7_C9>TAJ{8Jc1_jy+5NpG>+62=8X-QfA&-xQnT(neSJO07WC&~`^VQB|Oo?i8v;{CeEupCp 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