Analysis of Dimensionality Reduction Techniques on Big Data

Engineering & Materials Science

• Dimensionality reduction 100%
• Big data 82%
• Machine learning 67%
• Learning algorithms 65%
• Principal component analysis 61%
• Discriminant analysis 56%
• Classifiers 27%
• Random forests 27%
• Decision trees 25%
• Analog to digital conversion 14%
• Intrusion detection 13%
• Sales 12%
• Internet of things 10%
• Support vector machines 10%