FEDOT
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Splitting data for in-sample forecasting
Due to some insafe emerged by splitting data with validation_blocks > 1 target in test data can be not obvious leak target into features. This behaviour tend to data leaks in some cases. I suggest to use in in-sample forecast real target values from data.target
field instead using only data.features
field that may contain target values.