Custom ML Model Development
Budget: $30 – $250 USD
I'm seeking a skilled data scientist to create a full Machine Learning model using SVM, GA-SVM (Genetic Algorithm Optimized SVM), and gcForest. The task involves evaluating their performance based on the following metrics: Accuracy, Precision, Recall, F1-Score, and AUC-ROC.
The validation method to be employed is Stratified K-Fold Cross-Validation.
Key Details
- Dataset: Custom dataset in CSV format
- Preprocessing: The dataset is already preprocessed, so no additional handling of missing values or feature scaling is necessary.
Ideal Skills
- Proficient in SVM and gcForest
- Experience with Genetic Algorithms
- Strong understanding of performance metrics
- Familiarity with Stratified K-Fold Cross-Validation
Project deadline: 2 weeks (if possible)
The validation method to be employed is Stratified K-Fold Cross-Validation.
Key Details
- Dataset: Custom dataset in CSV format
- Preprocessing: The dataset is already preprocessed, so no additional handling of missing values or feature scaling is necessary.
Ideal Skills
- Proficient in SVM and gcForest
- Experience with Genetic Algorithms
- Strong understanding of performance metrics
- Familiarity with Stratified K-Fold Cross-Validation
Project deadline: 2 weeks (if possible)