Embedding stratify k fold
Created by: valer1435
This pr solve https://github.com/nccr-itmo/FEDOT/issues/732 issue. DataObjectiveAdvisor was created to advise the most suitable strategy to split data on folds.
Created by: codecov[bot]
Codecov Report
Merging #733 (65cfbcc8) into master (f021908d) will increase coverage by
0.01%
. The diff coverage is100.00%
.@@ Coverage Diff @@ ## master #733 +/- ## ========================================== + Coverage 87.69% 87.70% +0.01% ========================================== Files 169 170 +1 Lines 12181 12205 +24 ========================================== + Hits 10682 10705 +23 - Misses 1499 1500 +1
Impacted Files Coverage Δ ...ore/optimisers/objective/data_objective_advisor.py 100.00% <100.00%> (ø)
...ore/optimisers/objective/data_objective_builder.py 94.11% <100.00%> (+0.24%)
⬆ fedot/core/validation/split.py 100.00% <100.00%> (ø)
fedot/core/optimisers/gp_comp/evaluation.py 97.52% <0.00%> (-0.83%)
⬇ ...edot/core/optimisers/gp_comp/operators/mutation.py 93.15% <0.00%> (-0.37%)
⬇ fedot/core/pipelines/validation_rules.py 95.65% <0.00%> (+0.54%)
⬆
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