Optimizing Machine Learning-Based Ovarian Cancer Prediction Through Normalization Strategies

Computer Science

• Feature Selection 100%
• Machine Learning 100%
• Learning System 100%
• Feature Extraction 100%
• Support Vector Machine 66%
• Logistic Regression 66%
• Score Normalization 66%
• Clustering Technique 33%
• Ensemble Method 33%
• Ensemble Learning 33%
• ensemble classifier 33%
• clinical decision support 33%
• Gradient Boosting 33%
• Predictive Performance 33%
• Learning Approach 33%
• Multilayer Perceptron 33%
• Deep Learning Method 33%
• Max Normalization 33%
• Stacking Classifier 33%

INIS

• cancer 100%
• prediction 100%
• optimization 100%
• machine learning 100%
• ovaries 100%
• datasets 80%
• performance 40%
• comparative evaluations 40%
• accuracy 40%
• learning 40%
• vectors 40%
• foundations 20%
• data 20%
• efficiency 20%
• standardization 20%
• layers 20%
• biological markers 20%
• scaling 20%

Biochemistry, Genetics and Molecular Biology

• Unsupervised Machine Learning 33%