I have done all the manipulations I can yet my score remains 0.74lb, please I need suggestions on what to twick. Thanks
Try catboost without tuning anything or adding any features, then from there start you feature engineering.
!pip install catboost==0.24.1
Ok the problem is that you are using predict method nstead of predict_proba method
Try using it
Please are we predicting probability....?
Wait, I'm a bit confused. The submission file we are uploading should be the labels (i.e 0's and 1's) or just their probabilities? Because when I use functional API on Keras it doesn't give me the classes direct, so I end up tweaking the code to produce the classes.
You're to submit the probabilities, read the COMPETITION INFO
That is not the problem.. I doubt; using predict method can never give a score of 0.74LB; your score would rather get stuck btw 45-60LB, though use the predict_proba function as said...your problem has to do with your algorithm(it seems you are using logistic regression)
Yes Emmanuel, I am using predict_proba and LogisticRegreesio, is there a better algorithm?
Well I got 0.70 using predict method. Tho I later got 0.82 using probability. Tho tweaking his algorithm will still go a long