aimclub / FEDOT

Automated modeling and machine learning framework FEDOT
https://fedot.readthedocs.io
BSD 3-Clause "New" or "Revised" License
619 stars 84 forks source link

Operation predict problem #1204

Closed kasyanovse closed 7 months ago

kasyanovse commented 7 months ago

Operations may return prediction with different shape: (n_samples, ), (n_samples, n_features), (1, n_samples). It seems that some operations predict are incompatible in ts_forecasting case.

Two problem cases:

  1. Combine result of data transform operation with prediction operation in parent node (sometimes).
  2. Data transformation operations (sometimes).

If one of problem is fixed then another rises. Both are random.