From 075ff33ab75a0a4ca70974cfa17e49d48ffca35d Mon Sep 17 00:00:00 2001 From: Drew Herren Date: Thu, 9 May 2024 04:34:00 -0500 Subject: [PATCH] Updated debug script (python BCF comparison) to use a common (simulated) dataset across both programs --- tools/data/python_r_debug_test.csv | 501 ++++++++++++++++++++++++++++ tools/data/python_r_debug_train.csv | 501 ++++++++++++++++++++++++++++ tools/debug/python_r_debug.R | 111 ++++++ 3 files changed, 1113 insertions(+) create mode 100644 tools/data/python_r_debug_test.csv create mode 100644 tools/data/python_r_debug_train.csv create mode 100644 tools/debug/python_r_debug.R diff --git a/tools/data/python_r_debug_test.csv b/tools/data/python_r_debug_test.csv new file mode 100644 index 0000000..0a9be94 --- /dev/null +++ b/tools/data/python_r_debug_test.csv @@ -0,0 +1,501 @@ +"","X1","X2","X3","X4","X5","Z","y","pi","mu","tau" 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test and train sets +# test_set_pct <- 0.5 +# n_test <- round(test_set_pct*n) +# n_train <- n - n_test +# test_inds <- sort(sample(1:n, n_test, replace = F)) +# train_inds <- (1:n)[!((1:n) %in% test_inds)] +# X_test <- X[test_inds,] +# X_train <- X[train_inds,] +# pi_test <- pi_x[test_inds] +# pi_train <- pi_x[train_inds] +# Z_test <- Z[test_inds] +# Z_train <- Z[train_inds] +# y_test <- y[test_inds] +# y_train <- y[train_inds] +# mu_test <- mu_x[test_inds] +# mu_train <- mu_x[train_inds] +# tau_test <- tau_x[test_inds] +# tau_train <- tau_x[train_inds] +# +# # Save to CSV +# column_names <- c(paste0("X",1:ncol(X_test)), "Z", "y", "pi", "mu", "tau") +# test_df <- data.frame( +# X = X_test, +# Z = Z_test, +# y = y_test, +# pi = pi_test, +# mu = mu_test, +# tau = tau_test +# ) +# train_df <- data.frame( +# X = X_train, +# Z = Z_train, +# y = y_train, +# pi = pi_train, +# mu = mu_train, +# tau = tau_train +# ) +# colnames(test_df) <- column_names +# colnames(train_df) <- column_names +# write.csv(test_df, file = "tools/data/python_r_debug_test.csv") +# write.csv(train_df, file = "tools/data/python_r_debug_train.csv") + +# Load data from CSV +test_df <- read.csv("tools/data/python_r_debug_test.csv") +train_df <- read.csv("tools/data/python_r_debug_train.csv") +X_test <- as.matrix(test_df[,c("X1","X2","X3","X4","X5")]) +X_train <- as.matrix(test_df[,c("X1","X2","X3","X4","X5")]) +Z_test <- test_df[,c("Z")] +Z_train <- test_df[,c("Z")] +y_test <- test_df[,c("y")] +y_train <- test_df[,c("y")] +pi_test <- test_df[,c("pi")] +pi_train <- test_df[,c("pi")] +mu_test <- test_df[,c("mu")] +mu_train <- test_df[,c("mu")] +tau_test <- test_df[,c("tau")] +tau_train <- test_df[,c("tau")] + +# Run BCF +num_gfr <- 10 +num_burnin <- 0 +num_mcmc <- 100 +num_samples <- num_gfr + num_burnin + num_mcmc +bcf_model_warmstart <- bcf( + X_train = X_train, Z_train = Z_train, y_train = y_train, pi_train = pi_train, + X_test = X_test, Z_test = Z_test, pi_test = pi_test, feature_types = c(0,0,0,0,0), + num_gfr = num_gfr, num_burnin = num_burnin, num_mcmc = num_mcmc, + sample_sigma_leaf_mu = T, sample_sigma_leaf_tau = F +) + +# Plot results +sample_inds <- (num_gfr+1):num_samples +plot(rowMeans(bcf_model_warmstart$mu_hat_test[,sample_inds]), mu_test, + xlab = "predicted", ylab = "actual", main = "Prognostic function") +abline(0,1,col="red",lty=3,lwd=3) +plot(rowMeans(bcf_model_warmstart$tau_hat_test[,sample_inds]), tau_test, + xlab = "predicted", ylab = "actual", main = "Treatment effect") +abline(0,1,col="red",lty=3,lwd=3) +plot(rowMeans(bcf_model_warmstart$y_hat_test[,sample_inds]), y_test, + xlab = "predicted", ylab = "actual", main = "Outcome") +abline(0,1,col="red",lty=3,lwd=3) +sigma_observed <- 1 +plot_bounds <- c(min(c(bcf_model_warmstart$sigma2_samples[sample_inds], sigma_observed)), + max(c(bcf_model_warmstart$sigma2_samples[sample_inds], sigma_observed))) +plot(bcf_model_warmstart$sigma2_samples[sample_inds], ylim = plot_bounds, + ylab = "sigma^2", xlab = "Sample", main = "Global variance parameter") +abline(h = sigma_observed, lty=3, lwd = 3, col = "blue") +ymin <- min(c(min(bcf_model_warmstart$b_0_samples[sample_inds]), min(bcf_model_warmstart$b_1_samples[sample_inds]))) +ymax <- max(c(max(bcf_model_warmstart$b_0_samples[sample_inds]), max(bcf_model_warmstart$b_1_samples[sample_inds]))) +plot(bcf_model_warmstart$b_0_samples[sample_inds], ylim = c(ymin, ymax), col = "blue", + ylab = "Coding parameters", xlab = "Sample", main = "Coding parameters") +points(bcf_model_warmstart$b_1_samples[sample_inds], ylim = plot_bounds, col = "orange") + +# Evaluate RMSEs +sqrt(mean((rowMeans(bcf_model_warmstart$y_hat_test[,sample_inds]) - y_test)^2)) +sqrt(mean((rowMeans(bcf_model_warmstart$mu_hat_test[,sample_inds]) - mu_test)^2)) +sqrt(mean((rowMeans(bcf_model_warmstart$tau_hat_test[,sample_inds]) - tau_test)^2))