
I will build a basic machine learning model using Python
Delivery in
4 days
- Views 9
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What you get with this Offer
I will build one basic machine learning classification model using Python and your structured dataset.
**What's included:**
- Review of one dataset containing up to 5,000 rows.
- Basic data cleaning and preparation.
- Training of one suitable classification model using Scikit-learn.
- Evaluation using appropriate metrics, such as accuracy, precision, recall, or F1-score.
- A confusion matrix or other relevant evaluation visualisation.
- A brief report explaining the results and limitations.
- One minor revision.
**What's not included:**
- Production deployment or a live prediction API.
- Deep learning or custom neural networks.
- Multiple model comparisons.
- Large-scale data engineering.
- Guaranteed model accuracy or business outcomes.
**Delivery:** Within 4 days after receiving the dataset and requirements.
**What I need from you:**
- Your dataset in CSV or Excel format.
- The target column you want the model to predict.
- A description of the columns and their meaning.
- Any specific evaluation requirements.
This offer covers one basic classification model. Model performance depends on the dataset quality, available features, and the nature of the prediction task.
**What's included:**
- Review of one dataset containing up to 5,000 rows.
- Basic data cleaning and preparation.
- Training of one suitable classification model using Scikit-learn.
- Evaluation using appropriate metrics, such as accuracy, precision, recall, or F1-score.
- A confusion matrix or other relevant evaluation visualisation.
- A brief report explaining the results and limitations.
- One minor revision.
**What's not included:**
- Production deployment or a live prediction API.
- Deep learning or custom neural networks.
- Multiple model comparisons.
- Large-scale data engineering.
- Guaranteed model accuracy or business outcomes.
**Delivery:** Within 4 days after receiving the dataset and requirements.
**What I need from you:**
- Your dataset in CSV or Excel format.
- The target column you want the model to predict.
- A description of the columns and their meaning.
- Any specific evaluation requirements.
This offer covers one basic classification model. Model performance depends on the dataset quality, available features, and the nature of the prediction task.
Get more with Offer Add-ons
-
I can provide a Jupyter Notebook with code
Additional 1 working day
+$13 -
I can compare one additional model
Additional 1 working day
+$13 -
I can add feature-importance visualisation
Additional 1 working day
+$12
What the Freelancer needs to start the work
1. Please upload your dataset.
2. Which column should the model predict?
3. What does each important column represent?
4. Is this a binary or multi-class classification problem, if known?
5. Do you have a preferred evaluation metric?
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