Training Data Size Calculator
Estimate minimum dataset size needed for machine learning models based on features, complexity, and accuracy targets.
Inputs
Results
Minimum Total Samples
2,890
Samples per Class
578
Est. Collection Time96 hrs
How to Use This Calculator
- Enter Number of Features, Model Complexity, and Linear/Logistic.
- Set Tree/Ensemble, Deep Neural Network, and Target Accuracy (%).
- Adjust Number of Classes as needed.
- Review Minimum Total Samples and Samples per Class.
- Use Est. Collection Time (hrs) to inform your decision.
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