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Random forest algorithms: a tool to identify the impact of arbuscular mycorrhizal fungi inoculation, seed maturation stage and geographic diversity of Pimpinella anisum L. accessions on the physicochemical composition of seeds.

• Authors : de Oliveira, Bruno Rodrigues¹ (AUTHOR); Zuffo, Alan Mario² (AUTHOR) ; dos Santos Silva, Francisco Charles² (AUTHOR)

Subjects: *Composition of seeds; *Random forest algorithms; *Vesicular-arbuscular mycorrhizas

• Source: BMC Plant Biology. 5/9/2025, Vol. 25 Issue 1, p1-17. 17p.

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Mapping Burned Forest Areas in Western Yunnan, China, Using Multi-Source Optical Imagery Integrated with Simple Non-Iterative Clustering Segmentation and Random Forest Algorithms in Google Earth Engine.

• Authors : Chen, Yue¹ (AUTHOR); Kou, Weili^2,3 (AUTHOR) ; Miao, Wenna^1,3 (AUTHOR)

• Source: Remote Sensing. Mar2025, Vol. 17 Issue 5, p741-1. 24p.

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COMPARATIVE ANALYSIS OF XGBOOST AND RANDOM FOREST ALGORITHMS FOR TRANSFORMER FAILURE PREDICTION.

• Authors : ABDULKAREEM, A. O.¹; JIMADA-OJUOLAPE, Bilkisu¹; BALOGUN, Morufat O.¹

• Source: Annals of the Faculty of Engineering Hunedoara - International Journal of Engineering. Nov2024, Vol. 22 Issue 4, p137-146. 10p.

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Evaluating Burn Severity and Post-Fire Woody Vegetation Regrowth in the Kalahari Using UAV Imagery and Random Forest Algorithms.

• Authors : Gillespie, Madeleine¹ (AUTHOR) ; Okin, Gregory S.¹ (AUTHOR) ; Meyer, Thoralf² (AUTHOR)

• Source: Remote Sensing. Nov2024, Vol. 16 Issue 21, p3943. 23p.

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Momentum prediction models of tennis match based on CatBoost regression and random forest algorithms.

• Authors : Lv, Xingchen¹; Gu, Dingyu¹; Liu, Xianghu¹

• Source: Scientific Reports. 8/13/2024, Vol. 14 Issue 1, p1-17. 17p.

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Prediction of Body Weight by Using PCA-Supported Gradient Boosting and Random Forest Algorithms in Water Buffaloes (Bubalus bubalis) Reared in South-Eastern Mexico.

• Authors : Gomez-Vazquez, Armando¹ (AUTHOR) ; Tırınk, Cem² (AUTHOR) ; Cruz-Tamayo, Alvar Alonzo³ (AUTHOR)

• Source: Animals (2076-2615). Jan2024, Vol. 14 Issue 2, p293. 14p.

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Wind speed prediction in some major cities in Africa using Linear Regression and Random Forest algorithms.

• Authors : Samson, Timothy Kayode¹; Aweda, Francis Olatunbosun²

• Source: Journal of Nigerian Society of Physical Sciences. Nov2024, Vol. 6 Issue 4, p1-10. 10p.

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Maize crop residue cover mapping using Sentinel-2 MSI data and random forest algorithms

• Authors : Jia Du; Pierre-Andre Jacinthe; Kaishan Song

Subjects: Random forest algorithm; Photographic method; Sentinel-2 remotely sensed data

• Source: International Soil and Water Conservation Research, Vol 13, Iss 1, Pp 189-202 (2025)

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Planococcus citri in coffee trees by supervised classification using multispectral images.

• Authors : Fernanda Rossati, Kamila¹; Andaló, Vanessa¹ ; Deroco Martins, George²

Subjects: *Random forest algorithms; *Artificial neural networks; *Mealybugs

• Source: Ciência Rural. 2025, Vol. 55 Issue 8, p1-8. 8p.

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The application of super-resolution ultrasound radiomics models in predicting the failure of conservative treatment for ectopic pregnancy.

• Authors : Zhang, Mingyan¹ (AUTHOR); Sheng, Junfa² (AUTHOR)

• Source: Reproductive Biology & Endocrinology. 7/17/2025, Vol. 23 Issue 1, p1-13. 13p.

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