Minor typo fixes in grid_search_text_feature_extraction.py

Change there -> their, name -> names
Merge pull request #2550 from StevenMaude/minor-typo-fixes

Two small doc typo fixes
ENH: improve FA vs PCA example
COSMITS
ENH : better shrinkage range for ShrunkCovariance