From 65dcb130e444fa8ef6bd6e75a57fba3d49f9a367 Mon Sep 17 00:00:00 2001 From: bender Date: Tue, 3 Mar 2026 14:43:24 +0000 Subject: [PATCH] Update src/app/page.tsx --- src/app/page.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/app/page.tsx b/src/app/page.tsx index 06a600e..b51aa64 100644 --- a/src/app/page.tsx +++ b/src/app/page.tsx @@ -155,7 +155,7 @@ export default function LandingPage() { id: "prophet", title: "Prophet Model", description: "Facebook's Prophet handles seasonality automatically with built-in holiday effects and trend changepoint detection. More robust to missing data and outliers. Captures weekly and yearly seasonality simultaneously. Forecast includes confidence intervals. Performance: MAE=198, RMSE=267.", imageSrc: "https://webuild-dev.s3.eu-north-1.amazonaws.com/users/user_3AQ8Q718DwJVd8ARNbVYjSdJYfR/prophet-model-components-visualization-s-1772513503358-1c21ac34.png", imageAlt: "Prophet components showing trend and seasonality decomposition" }, { - id: "comparison", title: "Model Comparison", description: "🏆 Prophet outperforms ARIMA by 19% (MAE) and 14% (RMSE). Selected Prophet for production deployment due to superior accuracy, automatic seasonality handling, and better generalization to new data patterns. Clear winner for this dataset.", imageSrc: "https://webuild-dev.s3.eu-north-1.amazonaws.com/users/user_3AQ8Q718DwJVd8ARNbVYjSdJYfR/professional-comparison-table-showing-ar-1772513502964-27ebcbf9.png", imageAlt: "Comparison table of ARIMA vs Prophet performance metrics" + id: "comparison", title: "🏆 Model Comparison", description: "Prophet achieves 19% lower MAE and 14% lower RMSE compared to ARIMA on this dataset. Selected Prophet for production deployment due to superior accuracy, automatic seasonality handling, and better generalization to new data patterns.", imageSrc: "https://webuild-dev.s3.eu-north-1.amazonaws.com/users/user_3AQ8Q718DwJVd8ARNbVYjSdJYfR/professional-comparison-table-showing-ar-1772513502964-27ebcbf9.png", imageAlt: "Comparison table of ARIMA vs Prophet performance metrics" } ]} gridVariant="uniform-all-items-equal" -- 2.49.1