Optimized Machine Learning Methods Predict Discourse Segment Type in Biological Research Articles

Keyphrases

• Discourse Segmentation 100%
• Biological Research 100%
• Machine Learning Techniques 100%
• Segment Type 100%
• Verb Tense 60%
• Feature Selection 40%
• F1 Score 40%
• Random Forest Classifier 20%
• Ablation Study 20%
• Logistic Regression 20%
• Rhetorical Features 20%
• Verb Types 20%
• Classification Algorithms 20%
• Reduced Set 20%
• Machine Learning Approach 20%
• Verb Forms 20%
• Decision Tree Classifier 20%
• Selection Strategy 20%
• Biomedical Research 20%
• Hypothesis Method 20%
• Stepwise Approach 20%

Computer Science

• Machine Learning 100%
• Discourse Segment 100%
• Feature Selection 50%
• Classification Algorithm 25%
• Random Forest Classifier 25%
• Selection Process 25%
• Related Feature 25%
• Decision Tree Classifier 25%
• Research Paper 25%
• Class Balancing 25%
• Machine Learning Approach 25%
• Logistic Regression 25%