Bike Count Prediction Using Boosted Decision Tree Regression- Joseph Owusu
This model will predict a number of bikes to be rented using the Boosted Tree Regression.
Coefficient of Determination = 0.84 = 84%.
Coefficient of Determination = 0.84 = 84%
meaning machine learning can predict correctly 84% of the time with confidence based on input data.
Simple English from prediction above;
84% confident that 90 bikes will be rented.
Given the following parameters below;
SEASON = 1;
MNTH = 2;
HR = 14;
WEEKDAY = 5;
WORKINGDAY = 1;
WEATHERSIT = 3;
TEMP = 0.56;
ATEMP = 0.5303;
HUM = 0.56;
WINDSPEED = 0.6119.
