From 33e295107c3ec78f2204aefdf36c4267b5bc332f Mon Sep 17 00:00:00 2001 From: Yuante Li <104308117+WinstonLiyt@users.noreply.github.com> Date: Wed, 19 Mar 2025 11:27:43 +0800 Subject: [PATCH] fix: align components' name (#701) --- rdagent/scenarios/data_science/share.yaml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/rdagent/scenarios/data_science/share.yaml b/rdagent/scenarios/data_science/share.yaml index 46ee9a0b..b0ed369c 100644 --- a/rdagent/scenarios/data_science/share.yaml +++ b/rdagent/scenarios/data_science/share.yaml @@ -63,13 +63,13 @@ describe: # some template to describe some object component_description: - data_loader: |- + DataLoadSpec: |- Loads and preprocesses competition data, ensuring proper data types, handling missing values, and providing an exploratory data analysis summary. - feature: |- + FeatureEng: |- Transforms raw data into meaningful features while maintaining shape consistency, avoiding data leakage, and optimizing for model performance. - model: |- + Model: |- Perform one of three tasks: model building, which develops a model to address the problem; model tuning, which optimizes an existing model for better performance; or model removal, which discards models that do not contribute effectively. - ensemble: |- + Ensemble: |- Combines predictions from multiple models using ensemble strategies, evaluates their performance, and generates the final test predictions. - workflow: |- + Workflow: |- Integrates all pipeline components, from data loading to ensemble prediction, ensuring efficient execution and correct output formatting. \ No newline at end of file