Q120: Match List-I with List-II:Choose the correct answer from the options... - Bio-Programming and Computational Biology - Bioinformatics- ICAR JRF/SRF 2024 | Agrigyan

• Bioinformatics and Machine Learning Tool Classification:
• FastQC $\to$ (III): Standard quality control diagnostic tool that analyzes high-throughput sequencing FASTQ files for per-base sequence quality, adapter content, and GC distribution.
• Support Vector Machine (SVM) $\to$ (I): Supervised machine learning classification algorithm that finds the optimal separating hyperplane with maximum margin.
• K-means clustering $\to$ (IV): Unsupervised clustering algorithm that partitions unlabeled data points into $K$ distinct clusters.
• DAVID (Database for Annotation, Visualization and Integrated Discovery) $\to$ (II): Online bioinformatics resource for gene ontology (GO) enrichment and biological pathway analysis.
• Matching Result: (A) - (III), (B) - (I), (C) - (IV), (D) - (II) (Option 3).

Correct option: (3) (A) - (III), (B) - (1), (C) - (IV), (D) - (HI)