Model: BrejBala/Bluebook_for_Bulldozers
Author: BrejBala
Pipeline: tabular-regression
Library: scikit-learn
Tags: scikit-learn, tabular-regression, regression, random-forest, kaggle, bluebook-for-bulldozers, feature-engineering, time-series, heavy-equipment, auction-prices, en, license:mit, model-index, region:us
Card metadata: language: en
license: mit
library_name: scikit-learn
pipeline_tag: tabular-regression
tags: scikit-learn, tabular-regression, regression, random-forest, kaggle, bluebook-for-bulldozers, feature-engineering, time-series, heavy-equipment, auction-prices
metrics: mae, r2, rmsle
model-index: name: Bulldozer Sale Price Prediction (RandomForestRegressor)
results: task: type: tabular-regression
name: Tabular Regression
dataset: name: Kaggle Blue Book for Bulldozers (TrainAndValid.csv)
type: csv
metrics: name: Validation MAE
type: mae
value: 5910.1576
verified: no, name: Validation RMSLE
type: rmsle
value: 0.244845
verified: no, name: Validation R^2
type: r2
value: 0.8835954
verified: no
Likes: 0 | All-time downloads: 0
Created: 2025-12-13 04:08:25