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spb/wp26_uqo

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2.2 KB · 113 lines json
1{2 "synthetic": true,3 "rows": 20000,4 "by_split": {5  "train": 12144,6  "holdout": 2714,7  "validation": 2619,8  "test": 25239 },10 "numeric_features": [11  "log_floor_area",12  "log_land_area",13  "age_years",14  "storeys_f",15  "n_units_f",16  "log_roll_total",17  "log_roll_land",18  "log_roll_building",19  "roll_land_share",20  "log_roll_per_m2",21  "roll_age_months",22  "lat",23  "lng",24  "x_m",25  "y_m",26  "month_index",27  "sale_month",28  "prior_sale_log_price",29  "months_since_prior_sale",30  "new_construction_f",31  "mun_n_12m",32  "mun_med_log_price_12m",33  "mun_med_ppm2_12m",34  "mun_med_ratio_12m",35  "nb_n_12m",36  "nb_med_log_price",37  "nb_med_ppm2",38  "nb_med_ratio",39  "nb_mean_dist_km",40  "in_flood_zone",41  "transit_stops_within_1km",42  "da_population_density",43  "da_median_income",44  "da_pct_renters",45  "distance_to_cbd_km"46 ],47 "categorical_features": [48  "region_name",49  "region_group",50  "mun_code",51  "property_class",52  "subtype",53  "grid1k",54  "grid5k",55  "urban_class"56 ],57 "geo_joined": true,58 "geo_rows": 20000,59 "missingness_pct": {60  "log_floor_area": 0.0,61  "log_land_area": 22.495,62  "age_years": 0.0,63  "storeys_f": 0.0,64  "n_units_f": 0.0,65  "log_roll_total": 0.0,66  "log_roll_land": 0.0,67  "log_roll_building": 0.0,68  "roll_land_share": 0.0,69  "log_roll_per_m2": 0.0,70  "roll_age_months": 0.0,71  "lat": 0.0,72  "lng": 0.0,73  "x_m": 0.0,74  "y_m": 0.0,75  "month_index": 0.0,76  "sale_month": 0.0,77  "prior_sale_log_price": 61.13,78  "months_since_prior_sale": 61.13,79  "new_construction_f": 0.0,80  "mun_n_12m": 0.0,81  "mun_med_log_price_12m": 0.655,82  "mun_med_ppm2_12m": 0.655,83  "mun_med_ratio_12m": 0.655,84  "nb_n_12m": 0.0,85  "nb_med_log_price": 0.0,86  "nb_med_ppm2": 0.0,87  "nb_med_ratio": 0.0,88  "nb_mean_dist_km": 0.0,89  "in_flood_zone": 67.225,90  "transit_stops_within_1km": 0.0,91  "da_population_density": 14.845,92  "da_median_income": 15.935,93  "da_pct_renters": 15.615,94  "distance_to_cbd_km": 0.0,95  "region_name": 0.0,96  "region_group": 0.0,97  "mun_code": 0.0,98  "property_class": 0.0,99  "subtype": 0.0,100  "grid1k": 0.0,101  "grid5k": 0.0,102  "urban_class": 0.0103 },104 "nb_n_12m_quantiles": {105  "0.05": 0.0,106  "0.25": 1.0,107  "0.5": 4.0,108  "0.75": 9.0,109  "0.95": 22.0110 },111 "nb_mean_dist_km_median": 2.076467242070792,112 "seconds": 0.17113}
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