BOOK-CHAPTER

Decision tree ensemble-based regression models

Keywords:
Overfitting Machine learning Artificial intelligence Decision tree Autoregressive integrated moving average Ensemble learning Computer science Support vector machine Benchmark (surveying) Regression Generalization Time series Artificial neural network Bootstrap aggregating Mathematics Statistics Geography

Metrics

6
Cited By
0.90
FWCI (Field Weighted Citation Impact)
12
Refs
0.71
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Air Quality Monitoring and Forecasting
Physical Sciences →  Environmental Science →  Environmental Engineering
Energy Load and Power Forecasting
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Solar Radiation and Photovoltaics
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

Comparison of tree-based ensemble models for regression

Sangho ParkChanmin Kim

Journal:   Communications for Statistical Applications and Methods Year: 2022 Vol: 29 (5)Pages: 561-589
BOOK-CHAPTER

RSL19BD at DBDC4: Ensemble of Decision Tree-Based and LSTM-Based Models

Chih‐Hao WangSosuke KatoTetsuya Sakai

Lecture notes in electrical engineering Year: 2021 Pages: 429-441
JOURNAL ARTICLE

REGRESSION BASED ON DECISION TREE ALGORITHM

Hamza EshankulovAzizbek Malikov

Journal:   Universum Technical sciences Year: 2022 Vol: 99 (6-6)
JOURNAL ARTICLE

Solar Irradiance Forecasting using Decision Tree and Ensemble Models

Isha AroraJaimala GambhirTarlochan Kaur

Journal:   2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA) Year: 2020
© 2026 ScienceGate Book Chapters — All rights reserved.