tabular
Extra Trees oil palm yield model (JOPR 2025)
Academic oil palm yield model on Pahang agromet data 1986 to 2020; R2 0.88 (ET) vs 0.79 RF, 0.78 GB, 0.41 LR (Khan, Kamaruddin, Sheikh, Rahman, Bakht, Malaysia).
Levelmodel
Classtabular
Parametersnot in the notes
Contextnot in the notes
Released2025
Opennessunknown
Runs onnot in the notes
Statusnot in the notes
Industry Use Cases
Agriculture
Oil palm yield predictionR&D Topics
Identity
- Developer
- not in the notes
- Family
- not in the notes
- Released
- 2025 sourcesnotes
- Weights published
- –
- Record checked
- 10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- other Extra Trees regression; compared with Random Forest, Gradient Boosting and Linear Regression
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- not in the notes
- Output
- not in the notes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- unknown
- Licence
- not in the notes sources
- Access routes
- research only
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Lineage
The notes record no lineage for this model.
Links
Developersnone recorded
ModelExtra Trees oil palm yield model (JOPR 2025)tabular
Use CasesOil Palm Yield PredictionAgriculture
Who Runs It
PT Astra Agro Lestari TbkIn production, 21 Sep 2026Unnamed Indonesian estate (15,000 to 17,000 ha)In production, 2024Deployments of these use cases; none names this model.
PT Astra Agro Lestari TbkIn production, 21 Sep 2026Unnamed Indonesian estate (15,000 to 17,000 ha)In production, 2024Deployments of these use cases; none names this model.Use cases 1
Sources
- PREDICTION OF OIL PALM YIELD USING MACHINE LEARNING: COMPARISON OF LINEAR AND NON-LINEAR ALGORITHMS WITH MULTIVARIATE TIME SERIES DATA ̵ jopr.mpob.gov.my https://jopr.mpob.gov.my/prediction-of-oil-palm-yield-using-machine-learning-comparison-of-linear-and-non-linear-algorithms-with-multivariate-time-series-data/
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Extra Trees Oil Palm Yield Model (JOPR 2025)", https://aurion.semai.id/models/khan-et-al-extra-trees-oil-palm-yield/, records of October 2026.