,model,n_obs,n_params,R2,Adj_R2,RMSE,MAE,AIC,BIC
0,Model 1 - Structural,3412,15,0.051611,0.047703,1.380133,1.118777,11911.39,12003.42
1,Model 2 - + Amenities,3412,22,0.05747,0.051631,1.375863,1.11408,11904.25,12039.22
2,Model 3 - + Host,3412,26,0.098481,0.091825,1.345597,1.080943,11760.46,11919.97
3,Model 4 - + Reviews,2861,33,0.187097,0.177899,1.232581,0.954446,9381.69,9578.34
4,Model 5 - + Location,2857,36,0.19793,0.187979,1.224361,0.943609,9336.44,9550.91
5,Model 6 - + Neighbourhood,2857,37,0.197959,0.18772,1.224339,0.943673,9338.34,9558.77
6,Model 7 - + NLP,2857,46,0.224943,0.212536,1.203567,0.914584,9258.56,9532.61
7,Model 8 - + Spatial,1906,50,0.273532,0.254352,1.168623,0.890973,6103.0,6380.64
8,Model 9 - Full Hedonic,1906,50,0.273532,0.254352,1.168623,0.890973,6103.0,6380.64