valuation of house prices using predictive techniques

Κλειστό Αναρτήθηκε Πριν 5 χρόνια Πληρώθηκε κατά την παράδοση
Κλειστό

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.

Εξόρυξη Δεδομένων Επιστήμη Δεδομένων Machine Learning (ML) Γλώσσα Προγραμματισμού R Στατιστική Ανάλυση

Ταυτότητα Εργασίας: #17722403

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23 προτάσεις Απομακρυσμένη εργασία Ενεργό Πριν 5 χρόνια

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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 Περισσότερα

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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/ Περισσότερα

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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 Περισσότερα

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6.4
invincible1428

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 Περισσότερα

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5.9
kingCzar

As a machine learner I can guarantee this job is done. Considering my many works on predictive modelling especially in area of stocks, I can say similar experience can be applied here to get very high accuracy result. Περισσότερα

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5.2
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

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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 Περισσότερα

₹638 INR / ώρα
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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; • Περισσότερα

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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 Περισσότερα

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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 Περισσότερα

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origami07

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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.

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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.

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akankshabansal9

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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 Περισσότερα

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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 Περισσότερα

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vw8298160vw

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

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Nikhilsharma2490

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

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raghavastats

I am proposing this project that, i will give 100% Data Science solution with in time using R and Python by applying Machine Learning, Deep Learning algorithms.

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suddhakartr

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