Enhance Text-Based CNN Model Performance
Budget: $30 – $250 USD
I need an expert to further optimize my existing CNN model that currently has an accuracy rate of over 80%. Despite the high performance, I believe there's room for improvement.
Required Skills & Experience:
* Extensive experience with Convolutional Neural Networks (CNNs)
* Proficiency with text data processing
* Track record of improving the accuracy of machine learning models
Job Scope:
* Review the current model and identify potential areas for improvement
* Implement strategies to increase training speed and minimize overfitting
* Improve the model's overall accuracy
* Maintain detailed documentation on the steps taken and their impacts
Despite the model's high initial accuracy, I'm ambitious about reaching even higher stats. If you're a guru at improving CNN models, especially those handling text data, I want to hear from you.
Required Skills & Experience:
* Extensive experience with Convolutional Neural Networks (CNNs)
* Proficiency with text data processing
* Track record of improving the accuracy of machine learning models
Job Scope:
* Review the current model and identify potential areas for improvement
* Implement strategies to increase training speed and minimize overfitting
* Improve the model's overall accuracy
* Maintain detailed documentation on the steps taken and their impacts
Despite the model's high initial accuracy, I'm ambitious about reaching even higher stats. If you're a guru at improving CNN models, especially those handling text data, I want to hear from you.
Related categories:
Algorithm
Statistics
Machine Learning (ML)
Statistical Analysis
Convolutional Neural Network