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	0.057470	0.051631	1.375863	1.114080	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	0.197930	0.187979	1.224361	0.943609	9336.44	9550.91
5	Model 6 - + Neighbourhood	2857	37	0.197959	0.187720	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	6103.00	6380.64
8	Model 9 - Full Hedonic	1906	50	0.273532	0.254352	1.168623	0.890973	6103.00	6380.64