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Predicted Scores

This table show the predicted scores for each player from the three Random Forest Regressor models.
These are models with (a) strokes gained, (b) traditional stats, and (c) par scoring features.
The first column is a simple average of the predicted 18-hole scores from the three models.
Further details on the feature importance in these three models can be found on the LPGA Tour Scoring Analysis page.

PGA Tour - stats
SurnameFirstNameScore_AvgScore_SGScore_TradScore_Par01
Korda Nelly 69.46 69.12 69.70 69.56      
Furue Ayaka 69.92 69.77 69.42 70.56      
Ko Jin Young 69.94 69.64 69.62 70.56      
Green Hannah 70.03 69.82 69.71 70.56      
Grant Linn 70.11 70.15 69.63 70.56      
Ko Lydia 70.18 69.25 70.72 70.56      
Ryu Haeran 70.19 70.13 69.87 70.56      
Coughlin Lauren 70.33 69.96 70.46 70.56      
Boutier Celine 70.46 70.27 69.61 71.49      
Zhang Rose 70.50 70.03 70.90 70.56      
Anannarukarn Pajaree 70.62 70.97 70.33 70.56      
Henderson Brooke M. 70.73 70.68 70.95 70.56      
Kim Hyo Joo 70.87 71.17 70.89 70.56      
Khang Megan 71.17 70.89 71.12 71.49      
Corpuz Allisen 71.20 70.75 71.35 71.49      
Yang Amy 71.34 70.79 71.73 71.49      
Saso Yuka 71.35 71.70 70.87 71.49      
Buhai Ashleigh 71.35 70.72 71.83 71.49      
Lee Minjee 71.46 71.08 71.80 71.49      
Jutanugarn Moriya 71.52 70.21 72.86 71.49      
Tavatanakit Patty 71.55 71.88 71.28 71.49      
Yin Angel 71.60 70.61 72.71 71.49      
Kim A Lim 71.66 72.23 71.25 71.49      
Maguire Leona 71.88 71.43 72.71 71.49      
Suwannapura Jasmine 72.18 72.05 73.00 71.49      
Wannasaen Chanettee 72.26 72.20 73.10 71.49      
Szokol Elizabeth 72.26 72.27 73.00 71.49      
Strom Linnea 72.34 72.57 72.94 71.49      
Pano Alexa 72.44 71.63 73.19 72.51      
Knight Cheyenne 72.65 72.32 74.14 71.49      
Tardy Bailey 73.27 71.82 74.32 73.68      
Takeda Rio 73.94 72.92 77.40 71.49