dipta007's Second 🧠

    Gradient Boost (Classification)

    Steps:

    1. Get initial guess, but unlike Gradient Boost (Regression), this time we will take log(odds)
    2. Get the residual by assuming one class as 1.0 and other class 0.0
    3. Fit a tree
    4. $current_guees = initial_guess * current_prediction$
    5. Convert current guess to log_odds
    6. go to step 2
    7. Stop when predetermined number of estimator is reached