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fix: align components' name (#701)

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This commit is contained in:
Yuante Li
2025-03-19 11:27:43 +08:00
committed by GitHub
parent b666397786
commit fd747fe741
1 changed files with 5 additions and 5 deletions
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rdagent/scenarios/data_science/share.yaml
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@@ -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.