Fix some bugs

[kasyanovse]

Test does not pass until https://github.com/aimclub/GOLEM/pull/202 is not in release.

1. Fix #1173 + new test
2. Fix #1170 + new test (+ https://github.com/aimclub/GOLEM/pull/202)
3. Fix #1159
4. Add test for #262
5. Add verbose=0 for boosting models
6. Raise error if window_size is incorrect in LaggedImplementation.
7. Set non-default tag for CGRU and ransac_non_lin_reg due to high evaluation time.
8. Set non-default tag for CutImplementation due to specific type of operation.
9. Fix second point from #1165
10. Set non-default tag for ExtraTreesRegressor and gbr due to more effective alternatives.

[aim-pep8-bot]

Hello @kasyanovse! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file fedot/core/pipelines/prediction_intervals/solvers/mutation_of_best_pipeline.py:

Line 78:9: E722 do not use bare 'except'

Comment last updated at 2023-09-28 14:14:44 UTC

[pep8speaks]

Hello @kasyanovse! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file fedot/core/pipelines/prediction_intervals/solvers/mutation_of_best_pipeline.py:

Line 78:9: E722 do not use bare 'except'

Comment last updated at 2023-09-28 14:14:46 UTC

[codecov[bot]]

Codecov Report

Merging #1174 (f92cbfa) into master (17b2ecd) will decrease coverage by 0.36%. Report is 3 commits behind head on master. The diff coverage is 95.23%.

@@            Coverage Diff             @@
##           master    #1174      +/-   ##
==========================================
- Coverage   79.70%   79.35%   -0.36%     
==========================================
  Files         141      141              
  Lines        9851     9784      -67     
==========================================
- Hits         7852     7764      -88     
- Misses       1999     2020      +21     

Files	Coverage Δ
...edot/core/pipelines/prediction_intervals/params.py	100.00% <100.00%> (ø)
...ion_intervals/solvers/mutation_of_best_pipeline.py	81.96% <100.00%> (+0.93%)	:arrow_up:
...core/pipelines/prediction_intervals/ts_mutation.py	97.22% <100.00%> (-0.15%)	:arrow_down:
fedot/core/pipelines/prediction_intervals/utils.py	68.42% <ø> (-1.10%)	:arrow_down:
...lementations/data_operations/ts_transformations.py	89.10% <85.71%> (-0.54%)	:arrow_down:

... and 18 files with indirect coverage changes