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entrepreneur-readiness-model
A-keven/entrepreneur-readiness-model
entrepreneur-readiness-model is a machine learning model from A-keven. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model predicts an individual's entrepreneurial readiness (score 1–10) using financial, personal, and skill-related features.
Access
Public
Updated Sep 3, 2025
Repo size
37.2 MB
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Repo makeup
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.pkl18.6 MB · 100%
At a glance
- Access
- Public
- Created
- Aug 27, 2025
- Updated
- Sep 3, 2025
- SHA
- 43023cb1
Model card
From the Hugging Face model README
Entrepreneur Readiness Predictor 🚀
This model predicts an individual's entrepreneurial readiness (score 1–10) using financial, personal, and skill-related features.
Inputs
- Saving amount
- Monthly income
- Monthly bills
- Monthly entertainment
- Sales skills (1–10)
- Age
- Dependents
- Assets
- Risk level (1–10)
- Confidence (1–10)
- Business difficulty (1–10)
Outputs
- Readiness Score (1–10)
- Readiness Level: Low, Medium, or High
- Top Factors that influenced the prediction
Example Usage
import joblib, pandas as pd
# Load model
model = joblib.load("entrepreneur_readiness_model.pkl")
features = joblib.load("feature_columns.pkl")
# Example person
person = pd.DataFrame([[50000,6000,2500,500,7,35,2,120000,6,8,5]], columns=features)
print("Predicted readiness:", model.predict(person)[0])
- Created
- Aug 27, 2025
- Updated
- Sep 3, 2025