Machine learning analysis of wing venation patterns accurately identifies Sarcophagidae, Calliphoridae and Muscidae fly species

Keyphrases

• Fly Species 100%
• Calliphoridae 100%
• Sarcophagidae 100%
• Species Identity 100%
• Machine Learning Analysis 100%
• Identification Accuracy 100%
• Wing Venation Pattern 100%
• Krawtchouk Moment Invariants 100%
• Muscidae 100%
• Species Identification 50%
• Data Analytics 50%
• Family-level 50%
• Image Analysis 50%
• F1 Score 50%
• Veterinary Importance 50%
• Forensic Importance 50%
• Species Level 50%
• Image Identification 50%
• Random Forest Classifier 50%
• 5-fold Cross Validation 50%
• Computer Image 50%
• Small pilot Study 50%
• Medical Entomology 50%
• Analytics Ecosystem 50%
• Linear Discriminant 50%
• Biological Variation 50%
• Interaction Detection 50%
• Local Features 50%
• Moment Invariant Features 50%
• Whole Image 50%
• Interaction Estimates 50%
• Medical Importance 50%
• Forensic Entomology 50%
• Standard Error Mean 50%
• Mathematical Transformation 50%
• Veterinary Entomology 50%
• Image Data Acquisition 50%

Agricultural and Biological Sciences

• Calliphoridae 100%
• Sarcophagidae 100%
• Muscidae 100%
• Species Identification 50%
• Image Analysis 50%
• Forensic Entomology 50%
• Medical Entomology 50%
• Veterinary Entomology 50%
• Data Collection 50%