Adding tests for cross validation
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Mô tả
Need to add tests for cross validation on time series and tables. Metrics should be measured, and monitor how models will predict on synthetic data.
Example:
generate synthetic dataset with linear dependence, e.g. time series `1, 2, 3, 4, ..., 50` - create pipeline `lagged -> linear` - run cross-validation on 2 folds with 2 validation blocks and check that the algorithm predicts everything with small (almost zero) error and with the correct length
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