The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions

Keyphrases

• Automatic Integration 33%
• Biological Solutions 100%
• Data Acquisition Process 33%
• Data-driven Machine Learning 100%
• Generalization Ability 33%
• Information Practices 33%
• Meta-information 33%
• Metadata Information 33%
• Research Assumption 33%
• Solution Development 33%
• Solution Verification 33%

Computer Science

• Acquisition Process 33%
• Causal Relationship 100%
• Data Sharing 33%
• Information Practice 33%
• Learning System 100%
• Machine Learning 100%
• Meta Information 33%
• Metadata Information 33%

Earth and Planetary Sciences

• Data Acquisition 66%
• Machine Learning 100%