Study on Multidimensional Scaling and Neural Networks on the NOUN Dataset
A thorough update of our study on the NOUN dataset:
- analyzing different MDS algorithms (metric vs. nonmetric)
- two pixel-based baselines (downscaled images and ANN activations)
- Scree plot and correlation analysis
- 3 machine learning experiments varying feature space, MDS algorithm, and dimensionality of target space