Assessing the effects of data selection and representation on the development of reliable E. coli sigma 70 promoter region predictors

Keyphrases

• Bacterial Genomes 25%
• Classification Algorithms 25%
• Computational Identification 25%
• Cost-effective Approach 25%
• Cross-validation Method 25%
• Data Representation 100%
• Data Selection 100%
• Escherichia Coli 100%
• Evaluation Experiment 25%
• Evaluation Method 25%
• Functional Elements 25%
• Machine Learning 25%
• Performance Evaluation 25%
• Performance Prediction 25%
• Prediction Method 25%
• Prediction Model 75%
• Promoter Region 100%
• Promoter Sequence 25%
• Regulatory Elements 25%
• Regulatory Proteins 25%
• Sequence Motif 25%
• Sequence Pattern 25%
• Sequence Structure 25%
• Sequence-based 50%
• Sigma Factor 25%
• Specific Sequences 25%
• Test Performance 25%
• Training Data 25%
• Transcription Machinery 25%
• Transcriptional Regulatory Elements 25%
• Validation Experiment 25%

Biochemistry, Genetics and Molecular Biology

• Bacterial Genome 14%
• Classification Algorithm 14%
• Escherichia coli 100%
• Pribnow Box 42%
• Promoter Region 100%
• Regulatory Element 14%
• Regulatory Sequence 14%
• Sigma Factor 14%