{"id":"W2144935315","doi":"","title":"Neighbourhood Components Analysis","year":2004,"lang":"en","type":"article","venue":"","topic":"Face and Expression Recognition","field":"Computer Science","cited_by":1729,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mahalanobis distance; Computer science; Dimensionality reduction; Artificial intelligence; Pattern recognition (psychology); Parametric statistics; Embedding; Visualization; Metric (unit); Measure (data warehouse); Curse of dimensionality; Data set; Data mining; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554007278522379,"score_gpt":0.2307273208081519,"score_spread":0.2151872480229282,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}