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Merge version_2 into main #7

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bender merged 1 commits from version_2 into main 2026-03-03 14:58:09 +00:00
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src/app/page.tsx
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@@ -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 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"
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"