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aimclub / FEDOT

Automated modeling and machine learning framework FEDOT
https://fedot.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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Random integration test errors #1201

Open kasyanovse opened 7 months ago

kasyanovse commented 7 months ago

List of random problems that may occurs in tests.

Tests that fall due to uncorrect parameters (#1203)

  1. RANSAC. In some cases for some residual_threshold values pipeline throughs error: "there is no common outputs" or internal RANSAC error. Also some parameters may lead to slow fitting due to wide tuning range.
  2. CatBoost (and maybe XGBoost). Some parameters are incompatible.
  3. LaggedImplementation. If windows parameter is incorrect (greater than data length), error is raised.

Also:

  1. (closed because it doesn't seem to exist) Problem with data merging or data shape (#1204)