Výsledky vyhledávání - machine learning decision tree algorithm

A Novel Scheme for Mapping of MVT-Type Pb–Zn Prospectivity: LightGBM, a Highly Efficient Gradient Boosting Decision Tree Machine Learning Algorithm Autor Hajihosseinlou, Mahsa, Maghsoudi, Abbas, Ghezelbash, Reza

“…The gradient boosting decision tree is a well-known machine learning algorithm. Despite numerous advancements in its application, its efficiency still needs to be improved for large feature dimensions and data capacities…”
Získat plný text

Sustainable decision-making for contaminated site risk management: A decision tree model using machine learning algorithms Autor Li, Xiaonuo, Yi, Shiyi, Cundy, Andrew B., Chen, Weiping

“… decision sensitivity parameters are analyzed in this study and their influence on the management patterns of contaminated sites identified with three decision tree (DT…”
Získat plný text

A Robust Estimation of Blasting-Induced Flyrock Using Machine Learning Decision Tree Algorithms: Random Forest, Gradient Boosting Machine, and XGBoost Autor Mohammed, Bouhannache, Hamza, Cheniti

“… This paper presents three machine learning decision tree algorithms that were implemented to predict blasting-induced flyrock…”
Získat plný text

Machine learning decision tree algorithm role for predicting mortality in critically ill adult COVID-19 patients admitted to the ICU Autor Elhazmi, Alyaa, Al-Omari, Awad, Sallam, Hend, Mufti, Hani N., Rabie, Ahmed A., Alshahrani, Mohammed, Mady, Ahmed, Alghamdi, Adnan, Altalaq, Ali, Azzam, Mohamed H., Sindi, Anees, Kharaba, Ayman, Al-Aseri, Zohair A., Almekhlafi, Ghaleb A., Tashkandi, Wail, Alajmi, Saud A., Faqihi, Fahad, Alharthy, Abdulrahman, Al-Tawfiq, Jaffar A., Melibari, Rami Ghazi, Al-Hazzani, Waleed, Arabi, Yaseen M.

“…) and is currently a major cause of intensive care unit (ICU) admissions globally. The role of machine learning in the ICU is evolving but currently limited to diagnostic and prognostic values. A decision tree (DT…”
Získat plný text

Development, Evaluation, and Multisite Deployment of a Machine Learning Decision Tree Algorithm To Optimize Urinalysis Parameters for Predicting Urine Culture Positivity Autor Seheult, Jansen N, Stram, Michelle N, Contis, Lydia, Pontzer, Raymond E, Hardy, Stephanie, Wertz, William, Baxter, Carla M, Ondras, Michael, Kip, Paula L, Snyder, Graham M, Pasculle, A William

“…PittUDT, a recursive partitioning decision tree algorithm for predicting urine culture (UC…”
Zjistit podrobnosti o přístupu

Throughput prediction of fifth-generation cellular system using hybrid feature selection and enhanced sequential decision tree machine learning algorithm Autor Sharma, Abhilasha, Pandit, Shweta, Talluri, Salman Raju

“…This paper proposes enhanced sequential decision tree (ESDT) for the prediction of fifth-generation (5G…”
Získat plný text

Hydrogen uptake prediction in porous carbon materials explained by decision tree machine learning Algorithms: From experimental data to interpretable predictions Autor Sunkara, Hemanth, Bhat A S, Shravani, R, Namitha, Acharya, Sushmitha, Shekar, Selva Kumar, Sainath, Krishnamurthy, Siddiqui, Shabnam

“… A Machine Learning (ML) approach was developed using five Decision Tree-based models on a 2,101datapoint PCM dataset to rapidly address the demands of this gap…”
Získat plný text

Maximum power point tracking using decision-tree machine-learning algorithm for photovoltaic systems Autor Mahesh, P Venkata, Meyyappan, S, Alla, RamaKoteswara Rao

“…Abstract This work presents a machine-learning (ML) algorithm for maximum power point tracking (MPPT…”
Získat plný text

Decision tree machine learning algorithm for pegmatites mapping using remote sensing data (Anti-Atlas, Morocco) Autor Maimouni, Soufiane, Morsli, Yousra, Zerhouni, Youssef, Alikouss, Saida, Baroudi, Zouhir

“…In the past few years, the use of Machine learning (ML) to classify remotely sensed data has increased, offering new opportunities for geological mapping…”
Získat plný text

The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports Autor Cui, Guomei, Wang, Chuanjun

“… The dataset covers multiple tests of multiple athletes, ensuring the diversity of samples. Secondly, an optimized machine learning algorithm based on decision tree is adopted…”
Získat plný text

Decision tree-based machine learning algorithm for prediction of acute radiation esophagitis Autor Alizade-Harakiyan, Mostafa, Khodaei, Amin, Yousefi, Ali, Zamani, Hamed, Mesbahi, Asghar

“… This study aimed to develop and validate a decision tree-based model for predicting acute esophagitis grades in patients undergoing chemoradiotherapy…”
Získat plný text

Searches for the BSM scenarios at the LHC using decision tree-based machine learning algorithms: a comparative study and review of random forest, AdaBoost, XGBoost and LightGBM frameworks Autor Choudhury, Arghya, Mondal, Arpita, Sarkar, Subhadeep

“…Machine learning algorithms are now being extensively used in our daily lives, spanning across diverse industries as well as academia…”
Získat plný text

Transforming Animal Tracking Frameworks Using Wireless Sensor Networks and Machine Learning Algorithm using Decision Tree Algorithm Autor Dr. J. Jaya Priya, Sanjitha S

“…) with a Machine Learning-based Decision Tree algorithm to enhance monitoring, behavior prediction, and anomaly detection…”
Získat plný text

An Ensemble Learning Methodology to a Decision Tree Algorithm for Soil Type Classification Using Machine Learning Autor S, Sumanth

“…In this study, we focus on the classification of soil types in a specific region, employing a stacking ensemble learning approach with the decision tree algorithm…”
Získat plný text

Risk of lymph node metastases in endometrioid uterine cancer patients: A decision tree algorithm using machine learning Autor Chan, J.K., Mysona, D.P., Klein, D.A., Chan, J.E., Kapp, D.S., Mann, A.K., Liao, C.I.

Získat plný text

A decision tree algorithm using machine learning to predict for 90-day postoperative mortality in stage IV ovarian cancer patients Autor Chan, J.K., Mysona, D.P., Klein, D.A., Chan, J.E., Kapp, D.S., Mann, A.K., Liao, C.I.

Získat plný text

Predicting Metabolic Syndrome With Machine Learning Models Using a Decision Tree Algorithm: Retrospective Cohort Study Autor Yu, Cheng-Sheng, Lin, Yu-Jiun, Lin, Chang-Hsien, Wang, Sen-Te, Lin, Shiyng-Yu, Lin, Sanders H, Wu, Jenny L, Chang, Shy-Shin

“… We aimed to evaluate the accuracy of different decision tree machine learning algorithms to predict the state of metabolic syndrome in self-paid health examination subjects who were examined with FibroScan…”
Získat plný text

Application of Decision-Tree-Based Machine Learning Algorithms for Prediction of Antimicrobial Resistance Autor Yasir, Muhammad, Karim, Asad Mustafa, Malik, Sumera Kausar, Bajaffer, Amal A., Azhar, Esam I.

“… We trained 10 machine learning (ML) classifiers on the basis of data on gene expression (GEXP) information and generated predictive models for meropenem, ciprofloxacin, and ceftazidime drugs…”
Získat plný text

Forward-inverse-hybrid modeling of microstrip antennas using decision tree-based machine learning algorithms for space communication Autor Kumar, Anjani, Khan, Taimoor, Sarkar, Debanjali

“…This article presents a machine learning (ML) framework for forward, inverse, and hybrid modeling in electromagnetic problems, focusing on single-, dual-, and four-port notched microstrip antennas used in satellite environments…”
Získat plný text

Comparative Assessment of Fraudulent Financial Transactions using the Machine Learning Algorithms Decision Tree, Logistic Regression, Naïve Bayes, K-Nearest Neighbor, and Random Forest Autor Manorom, Paiboon, Detthamrong, Umawadee, Chansanam, Wirapong

“… As fraud is a major concern in online payments, many machine-learning approaches have been proposed to detect and prevent fraudulent payment transactions…”
Získat plný text