/Energy-Score-Prediction

Meausing the energy usage efficiency score by analysing the ratio of building components

Primary LanguageJupyter Notebook

Energy-Score-Prediction

vizerfur

>PROJECT PROCESS<

INTRODUCTION:

The building and working of a consturcture based on usage of energy such as electirc power. So the point is that different types of building have different energy wasting or using level. This project were borned to solve this question. We got a dataset consisting 11746 rows and 60 features, which is the index discription of a building among kinds of dimensions, such as Largest Property Use Type - Gross Floor Area,DOF Gross Floor Area and so on.

MODEL ALGRITHMS:

SVM LinearRegression GradientBoosting KNN RandomForest

PROMOTE PARAMETERS:

RandomizedSearchCV GridSearchCV

EVALUEATE SCALER:

MAE PRECISION SCORE

RESULTS:

RATIO VALUE
MAE 9.3009
SCORE 0.8605