I have build a regression model that has some decent accuracy measures.
I have pickled it and loading it another project. However it is producing the same predictions every time when i pass new elements. After again i reloaded the model and gave the same set of new inputs then it gave new predictions and again it is producing the same outputs again and again though i have passing different inputs. This scenario repeating until i reload the model again.
The algorithm i have used Linear Regression, RandomForest Regressor.
Is there any cache issue or object defaulting it to first inputs. i was confused to understand the behavior of it. how can i proceed further.
Please anyone can suggest me. it would be really appreciated. Thank you.