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cpu-advisor-xgboost
EngReem85/cpu-advisor-xgboost
cpu-advisor-xgboost is a tabular regression model from EngReem85. Use it for the tabular regression task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Machine learning model for predicting CPU prices using hardware specifications and engineered features.
Access
Public
Updated Jul 1, 2026
Repo size
353 KB
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Repo makeup
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.skops353 KB · 99%
At a glance
- Task
- Tabular Regression
- License
- apache-2.0
- Access
- Public
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026
- SHA
- 7dd59430
Model card
From the Hugging Face model README
CPU Advisor Price Predictor
Overview
Machine learning model for predicting CPU prices using hardware specifications and engineered features.
Model Details
- Algorithm: XGBoost Regressor
- Serialization: Skops
- Task: Regression
Features
- tdp
- cores
- logicals
- cpuCount
- rank
- samples
- extracted_ghz
- speed_ghz
- turbo_ghz
- cost_per_rank_point
- cost_per_core
- brand_encoded
- category_final_encoded
- socket_final_encoded
Training Pipeline
- Data cleaning
- Missing value handling
- Feature engineering
- Encoding categorical variables
- XGBoost training
- Model evaluation
- Deployment using Gradio
Intended Use
Educational, research, and portfolio purposes.
Limitations
The model does not account for real-time market fluctuations or regional pricing differences.
- Task
- Tabular Regression
- License
- apache-2.0
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026