NYC Taxi Trip Duration Prediction 🚕
Random Forest model trained on the NYC Taxi Trip Duration dataset.
Features
The model expects the following input features:
Loaded from features.pkl.
Usage
from huggingface_hub import hf_hub_download
import joblib
model = joblib.load(hf_hub_download(
repo_id="BeyzaTopbas/nyc-taxi-rf",
filename="model.pkl"
))
Task
Regression – predicting trip duration in seconds.
Dataset
NYC Taxi Trip Duration (Kaggle)