mars-project / mars-project/mars
Implements `sklearn.ensemble.RandomForestClassifier`
Open
mod: learn
prio: high
task: medium
type: feature
- Dominant language
- Python
- Stars
- 2.7k
- Forks
- 325
- PR merge metrics
- No merged PRs in 30d
Description
**Is your feature request related to a problem? Please describe.**
Random forest classifier is widely used and should be introduced. The related scikit-learn API is https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html#sklearn.ensemble.RandomForestClassifier
Contributor guide
Research direction
No source file, test, or entry point is named. Start by reading the linked scikit-learn RandomForestClassifier API and locating Mars's existing scikit-learn integrations and ensemble implementations. Done means Mars provides a compatible RandomForestClassifier implementation with coverage for the supported API behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, scikit-learn
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100