6 Commits

Author	SHA1	Message	Date
Kou Kinoshita	c6d6f94e05	SIENTIAPDE-1579: Updated tests	2026-02-18 15:05:37 -03:00
Kou Kinoshita	b6eb346a0b	SIENTIAPDE-1579: Added test case scenario to test filter, also updated old scenarios	2026-02-18 14:24:17 -03:00
Kou Kinoshita	8b7bd81328	SIENTIAPDE-1579: Fixed data preprocessor	2026-02-18 11:14:27 -03:00
Kou Kinoshita	9e3585afce	SIENTIAPDE-1579: Added local and validation flags to test script	2026-02-13 17:51:17 -03:00
Bruno Domingues	06571011f2	SIENTIAPDE-1430: Introduce static_threshold parameter for static window removal. ... This parameter allows customizing the threshold (1-1000) used when rem_static_win is enabled, defaulting to 1 if null. Updates include parameter definition, business rule validation, repository logic for passing the threshold, documentation in README.md and PIPELINE_PARAMS_CHANGELOG.md, and new unit and integration tests.	2025-12-19 15:44:18 -03:00
Bruno Domingues	06fd08dc70	SIENTIAPDE-1430: Introduce comprehensive integration testing with JSON-based scenarios and detailed README documentation. Enhance training workflow to support advanced model configurations, including polynomial regression with mandatory scaler validation. Ensure robust prediction handling by calculating training predictions (y_train_pred) before denormalization and automatically configuring datetime indices for time-series operations.	2025-12-18 17:05:10 -03:00