Yield prediction for precision agriculture using extreme gradient boosting and support vector regression

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Chi tiết về thư mục
Những tác giả chính:	Ahmed, Md. Sabbir, Tazwar, Md. Tasin, Khan, Haseen, Roy, Swadhin, Iqbal, Junaed
Tác giả khác:	Alam, Md. Golam Rabiul
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2021
Những chủ đề:	Population Growth Cultivable Lands Precision Agriculture Machine Learning XGBoost Support Vector Machine Yield Prediction Machine learning
Truy cập trực tuyến:	http://hdl.handle.net/10361/15367

Những quyển sách tương tự

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Bằng: Rayhan, Mohammad, et al.
Được phát hành: (2020)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
Bằng: Bhattacharjee, Ruposri, et al.
Được phát hành: (2024)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
Bằng: Ahmed, Sajjad
Được phát hành: (2019)

Heart disease prediction using machine learning algorithms
Bằng: Ali, Musfiq, et al.
Được phát hành: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
Bằng: Rahman, Md. Nowroz Junaed, et al.
Được phát hành: (2021)

Performance analysis of machine learning classi ers for detecting PE malware
Bằng: Azmee, ABM.Adnan, et al.
Được phát hành: (2020)

Public vehicle ETA system using machine learning
Bằng: Kabir, Md. Miraz, et al.
Được phát hành: (2018)

Flight fare prediction using machine learning
Bằng: Noyon, Md. Shaim Hosan, et al.
Được phát hành: (2024)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
Bằng: Tasnim, Anika, et al.
Được phát hành: (2022)

Predicting depression in Bangladeshi undergraduates using machine learning
Bằng: Choudhury, Ahnaf Atef, et al.
Được phát hành: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
Bằng: Hoque, Ehsanul, et al.
Được phát hành: (2021)

A comparative study of deep learning methods for automating road condition characterization
Bằng: Ruhi, Zurana Mehrin, et al.
Được phát hành: (2021)

Alumni opportunities using machine learning
Bằng: Siaum, Arshif Sharlimin, et al.
Được phát hành: (2019)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
Bằng: Boateng, Albert, et al.
Được phát hành: (2024)

Machine learning as an indicator for breast cancer prediction
Bằng: Shadman, Tahsin Mohammed, et al.
Được phát hành: (2019)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
Bằng: Alhossen, Md., et al.
Được phát hành: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Bằng: Toufique, S.M, et al.
Được phát hành: (2024)

A machine learning approach to detect depression and anxiety using supervised learning
Bằng: Ullas, Md Tahmidur Rahman, et al.
Được phát hành: (2019)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
Bằng: Sakib, Hasibul, et al.
Được phát hành: (2024)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
Bằng: Chakma, Mitesh, et al.
Được phát hành: (2018)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
Bằng: Islam, Roman, et al.
Được phát hành: (2024)

Predicting climate induced floods using machine learning
Bằng: Saleh, Chowdhury Nafis, et al.
Được phát hành: (2022)

The influence of neuromarketing: machine learning based empirical analysis
Bằng: Muktadir, MD. Abdullah Al, et al.
Được phát hành: (2024)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
Bằng: Chowdhury, Himadri, et al.
Được phát hành: (2019)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
Bằng: Shawan, Naveed Rahman, et al.
Được phát hành: (2019)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
Bằng: Shahrin, Fariha, et al.
Được phát hành: (2021)

Fault detection in waste water treatment plant using statistical analysis & machine learning
Bằng: Haque, Md. Ezazul, et al.
Được phát hành: (2019)

Analysing Facebook user risk using machine learning algorithm
Bằng: Barua, Arnab, et al.
Được phát hành: (2021)

Bank loan prediction using machine learning
Bằng: Mahottam, Parthosarothi, et al.
Được phát hành: (2023)

Using deep learning algorithms to detect violent activities
Bằng: Ammar, S.M. Rojin, et al.
Được phát hành: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
Bằng: Alif, Al Amin, et al.
Được phát hành: (2019)

Application of machine learning in credit risk assessment: a prelude to smart banking
Bằng: Dhruba, Mir Ishrak Maheer, et al.
Được phát hành: (2019)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
Bằng: Fahim, Kaji Mehedi Hasan, et al.
Được phát hành: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
Bằng: Zubair, Ahmad, et al.
Được phát hành: (2024)

Real-time foul detection in football matches using machine learning techniques
Bằng: Siddiqui, Bishal Sadi, et al.
Được phát hành: (2024)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
Bằng: Raizan, Syed Ahsan, et al.
Được phát hành: (2021)

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
Bằng: Marvin, Ggaliwango
Được phát hành: (2022)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
Bằng: Hasan, Raad, et al.
Được phát hành: (2021)

Genetic algorithms in search, optimization, and machine learning /
Bằng: Goldberg, David E. (David Edward), 1953-
Được phát hành: (1989)