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valuation of house prices using predictive techniques

In this paper, we are predicting the sale price of the houses using various machine learning algorithms. Housing sales price are determined by numerous factors such as area of the property, location of the house, material used for construction, age of the property, number of bedrooms and garages and so on. This paper uses machine learning algorithms to build the prediction model for houses. Here, machine learning algorithms such as logistic regression and support vector regression, Lasso Regression technique and Decision Tree are employed to build a predictive model. We have considered housing data of 3000 properties. Logistic Regression, SVM, Lasso Regression and Decision Tree show the R-squared value of 0.98, 0.96,0.81 and 0.99 respectively. Further, we have compared these algorithms based on parameters such as MAE, MSE, RMSE and accuracy. This paper also represents significance of our approach and the methodology.

Taidot: tiedonlouhinta, Datatiede, Koneoppiminen, R-ohjelmointikieli, Tilastoanalyysi

Näytä lisää: multiple regression analysis housing prices, predicting house prices with regression python, housing value forecasting based on machine learning methods, house price prediction python, house price model, real estate pricing algorithm, using machine learning algorithms for housing price prediction, house price linear regression, hidden folder using rootkit techniques, good command using photographic techniques, house plan using autocad usa, house planing using auto cad, create house plan using autocad, using appropriate techniques required specify structure navigation, scrape house prices data, house plan using autocad, accurate house model using google sketchup, house plans using autocad, project impulsive noise reduction using adaptive techniques, residential house design using autocad

Tietoa työnantajasta:
( 0 arvostelua ) Bengaluru, India

Projektin tunnus: #17722403

24 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_18% %project_currencyDetails_sign_sub_19%/tunti tähän työhön

shivampanchal

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ Lisää

₹1500 INR / tunti
(74 arvostelua)
6.7
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lisää

₹1500 INR / tunti
(98 arvostelua)
6.7
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Predictive Model Programming. I'm really confident about your project, and very eager to join your project. If we h Lisää

₹700 INR / tunti
(31 arvostelua)
5.8
iamajayjadhav

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I am having 5+ year of experience in Data Science Lisää

₹500 INR / tunti
(21 arvostelua)
4.6
cyash61

Hello there, I am an analytics consultant with more than 6 years of experience working with clients across the globe on data driven decision making. Please ping for further details. Best, Yash

₹1000 INR / tunti
(6 arvostelua)
4.0
general985

Hello sir. I'm excited about your project, because I've really rich experience in Predictive Model Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonde Lisää

₹500 INR / tunti
(7 arvostelua)
3.2
Endtechnologies

Hi, we have experienced team of Engineers. We have understood that you need Machine Learning Expert. We offer our services for this project. We have made many Machine Learning based projects using Python as follows; • Lisää

₹400 INR / tunti
(6 arvostelua)
3.1
Shettar4

I have 3 yrs of experience as statistical analyst. My skills include preprocessing, descriptive statistics, Testing hypothesis, predictive modeling/Machine learning, Dimension reduction using R, SPSS. I have strong Lisää

₹638 INR / tunti
(4 arvostelua)
2.8
anupkelkar02

I am a Python data science expert with experience in Classification and partitioning,Nureal Networks, Association rules. Also I am a Oracle Certified professional (OCP) with experience in Oracle,MySQL, SQL Server Lisää

₹1666 INR / tunti
(9 arvostelua)
2.7
JunaidKhalid98

Hi, I have done similar projects like this before, kindly view my Github profile to view their codes. [login to view URL] I have abundant experience in Machine Learning and Artificial Intelligence and i Lisää

₹400 INR / tunti
(1 arvostelu)
0.8
learnwithshobhit

have working experience in c++ and c for more than 8 years with various mncs , executed couple of projects from scratch and delivered successfully.

₹555 INR / tunti
(0 arvostelua)
0.0
lancingnow

I have the experience of co-authoring several research papers which were published in top ML/NLP conferences. A list can be found here ([login to view URL]). I can use my ex Lisää

₹777 INR / tunti
(0 arvostelua)
0.0
akankshabansal9

Hi. I have done Pg diploma in data science from St. Xavier's College, Mumbai.. I am planning to start my own firm. I have worked on lot on these types of datasets in my college.. Relevant Skills and Experience R, py Lisää

₹833 INR / tunti
(0 arvostelua)
0.0
brahimglata

Hello Sir/Madam, I am a highly experienced computer engineer with master's degree and Ph.D. Candidate. As i understand from our project you will prepare a scientific article. I have written 2 article and 1 master Lisää

₹666 INR / tunti
(0 arvostelua)
0.0
akshit12345

As I am already working over Regression problems using Tree based models like Xgboost, Catboost and Lightgbm. I am experienced in this domain to solve real world problems. Also I have experience working in ANN and SVMs Lisää

₹638 INR / tunti
(0 arvostelua)
0.0
riyadaspec

I have done a course on Business Analytics and have done similar kind of projects during the study. Hence should be able to pick this easily.

₹422 INR / tunti
(0 arvostelua)
0.0
chetankandpal3

I've already worked on analysis of dataset using various ml models. I create a neat python notebook which well documented. An example which has some of the models you've described: [login to view URL] Lisää

₹638 INR / tunti
(0 arvostelua)
0.0
elieser7173

recently has been working with tensorflow in projects and proof of concept in image recognition problems and in natural language processing, i have used many techniques in ml has worked as sysadmin and devops engine Lisää

₹400 INR / tunti
(0 arvostelua)
0.0
vw8298160vw

I have been working on machine learning for past 1 year and i am very keen and interested in this topic

₹638 INR / tunti
(0 arvostelua)
0.0
Nikhilsharma2490

Willing to commit for the project Relevant Skills and Experience Worked on similar data in hackathon.

₹444 INR / tunti
(0 arvostelua)
0.0