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1<table class="dataframe table table-sm">2 <thead>3 <tr style="text-align: right;">4 <th></th>5 <th>model</th>6 <th>n_obs</th>7 <th>n_params</th>8 <th>R2</th>9 <th>Adj_R2</th>10 <th>RMSE</th>11 <th>MAE</th>12 <th>AIC</th>13 <th>BIC</th>14 </tr>15 </thead>16 <tbody>17 <tr>18 <th>0</th>19 <td>Model 1 - Structural</td>20 <td>3412</td>21 <td>15</td>22 <td>0.051611</td>23 <td>0.047703</td>24 <td>1.380133</td>25 <td>1.118777</td>26 <td>11911.39</td>27 <td>12003.42</td>28 </tr>29 <tr>30 <th>1</th>31 <td>Model 2 - + Amenities</td>32 <td>3412</td>33 <td>22</td>34 <td>0.057470</td>35 <td>0.051631</td>36 <td>1.375863</td>37 <td>1.114080</td>38 <td>11904.25</td>39 <td>12039.22</td>40 </tr>41 <tr>42 <th>2</th>43 <td>Model 3 - + Host</td>44 <td>3412</td>45 <td>26</td>46 <td>0.098481</td>47 <td>0.091825</td>48 <td>1.345597</td>49 <td>1.080943</td>50 <td>11760.46</td>51 <td>11919.97</td>52 </tr>53 <tr>54 <th>3</th>55 <td>Model 4 - + Reviews</td>56 <td>2861</td>57 <td>33</td>58 <td>0.187097</td>59 <td>0.177899</td>60 <td>1.232581</td>61 <td>0.954446</td>62 <td>9381.69</td>63 <td>9578.34</td>64 </tr>65 <tr>66 <th>4</th>67 <td>Model 5 - + Location</td>68 <td>2857</td>69 <td>36</td>70 <td>0.197930</td>71 <td>0.187979</td>72 <td>1.224361</td>73 <td>0.943609</td>74 <td>9336.44</td>75 <td>9550.91</td>76 </tr>77 <tr>78 <th>5</th>79 <td>Model 6 - + Neighbourhood</td>80 <td>2857</td>81 <td>37</td>82 <td>0.197959</td>83 <td>0.187720</td>84 <td>1.224339</td>85 <td>0.943673</td>86 <td>9338.34</td>87 <td>9558.77</td>88 </tr>89 <tr>90 <th>6</th>91 <td>Model 7 - + NLP</td>92 <td>2857</td>93 <td>46</td>94 <td>0.224943</td>95 <td>0.212536</td>96 <td>1.203567</td>97 <td>0.914584</td>98 <td>9258.56</td>99 <td>9532.61</td>100 </tr>101 <tr>102 <th>7</th>103 <td>Model 8 - + Spatial</td>104 <td>1906</td>105 <td>50</td>106 <td>0.273532</td>107 <td>0.254352</td>108 <td>1.168623</td>109 <td>0.890973</td>110 <td>6103.00</td>111 <td>6380.64</td>112 </tr>113 <tr>114 <th>8</th>115 <td>Model 9 - Full Hedonic</td>116 <td>1906</td>117 <td>50</td>118 <td>0.273532</td>119 <td>0.254352</td>120 <td>1.168623</td>121 <td>0.890973</td>122 <td>6103.00</td>123 <td>6380.64</td>124 </tr>125 </tbody>126</table>