File size: 28,704 Bytes
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---
dataset_info:
  features:
  - name: id
    dtype: int64
  - name: post_date_std
    dtype: timestamp[ns]
  - name: description
    dtype: string
  - name: des_id
    dtype: string
  - name: duplicate_group
    dtype: string
  - name: total_area_confidence_score
    dtype: int64
  - name: address_weighted_score
    dtype: float64
  - name: street_resolved
    dtype: string
  - name: door_direction_resolved
    dtype: string
  - name: number_of_floors_resolved
    dtype: float64
  - name: house_front_resolved
    dtype: float64
  - name: road_width_resolved
    dtype: float64
  - name: total_wid_resolved
    dtype: float64
  - name: total_len_resolved
    dtype: float64
  - name: agri_area_resolved
    dtype: float64
  - name: resi_area_resolved
    dtype: float64
  - name: resi_cons_area_resolved
    dtype: float64
  - name: province_code_resolved
    dtype: float64
  - name: district_code_resolved
    dtype: float64
  - name: ward_code_resolved
    dtype: float64
  - name: province_resolved
    dtype: string
  - name: district_resolved
    dtype: string
  - name: ward_resolved
    dtype: string
  - name: region_resolved
    dtype: string
  - name: location_resolved
    dtype: float64
  - name: project_resolved
    dtype: float64
  - name: agriculture_forestry_resolved
    dtype: float64
  - name: structure_focus_resolved
    dtype: float64
  - name: total_area_resolved
    dtype: float64
  - name: province_code_dup_resolved
    dtype: float64
  - name: district_code_dup_resolved
    dtype: float64
  - name: ward_code_dup_resolved
    dtype: float64
  - name: province_dup_resolved
    dtype: string
  - name: district_dup_resolved
    dtype: string
  - name: ward_dup_resolved
    dtype: string
  - name: region_dup_resolved
    dtype: string
  - name: total_area_dup_resolved
    dtype: float64
  - name: street_dup_resolved
    dtype: string
  - name: door_direction_dup_resolved
    dtype: string
  - name: number_of_floors_dup_resolved
    dtype: float64
  - name: house_front_dup_resolved
    dtype: float64
  - name: road_width_dup_resolved
    dtype: float64
  - name: total_wid_dup_resolved
    dtype: float64
  - name: total_len_dup_resolved
    dtype: float64
  - name: agri_area_dup_resolved
    dtype: float64
  - name: resi_area_dup_resolved
    dtype: float64
  - name: resi_cons_area_dup_resolved
    dtype: float64
  - name: location_dup_resolved
    dtype: float64
  - name: project_dup_resolved
    dtype: float64
  - name: agriculture_forestry_dup_resolved
    dtype: float64
  - name: structure_focus_dup_resolved
    dtype: float64
  - name: dup_resolution_log
    list: string
  - name: price_std
    dtype: float64
  - name: price_ttm2
    dtype: float64
  - name: quarter
    dtype: int32
  - name: year
    dtype: int32
  - name: is_blowout_level_1_full_sf_af
    dtype: bool
  - name: debug_plaf_level_1_full_sf_af
    dtype: float64
  - name: debug_predicted_rcv_level_1_full_sf_af
    dtype: float64
  - name: severity_score_level_1_full_sf_af
    dtype: float64
  - name: sufficiency_level_1_full_sf_af
    dtype: float64
  - name: debug_key_level_1_full_sf_af
    dtype: string
  - name: debug_median_level_1_full_sf_af
    dtype: float64
  - name: debug_signed_score_level_1_full_sf_af
    dtype: float64
  - name: debug_final_score_level_1_full_sf_af
    dtype: float64
  - name: debug_obs_count_level_1_full_sf_af
    dtype: float64
  - name: is_blowout_level_1_full_sf
    dtype: bool
  - name: debug_plaf_level_1_full_sf
    dtype: float64
  - name: debug_predicted_rcv_level_1_full_sf
    dtype: float64
  - name: severity_score_level_1_full_sf
    dtype: float64
  - name: sufficiency_level_1_full_sf
    dtype: float64
  - name: debug_key_level_1_full_sf
    dtype: string
  - name: debug_median_level_1_full_sf
    dtype: float64
  - name: debug_signed_score_level_1_full_sf
    dtype: float64
  - name: debug_final_score_level_1_full_sf
    dtype: float64
  - name: debug_obs_count_level_1_full_sf
    dtype: float64
  - name: is_blowout_level_1_full_af
    dtype: bool
  - name: debug_plaf_level_1_full_af
    dtype: float64
  - name: debug_predicted_rcv_level_1_full_af
    dtype: float64
  - name: severity_score_level_1_full_af
    dtype: float64
  - name: sufficiency_level_1_full_af
    dtype: float64
  - name: debug_key_level_1_full_af
    dtype: string
  - name: debug_median_level_1_full_af
    dtype: float64
  - name: debug_signed_score_level_1_full_af
    dtype: float64
  - name: debug_final_score_level_1_full_af
    dtype: float64
  - name: debug_obs_count_level_1_full_af
    dtype: float64
  - name: is_blowout_level_1_full
    dtype: bool
  - name: debug_plaf_level_1_full
    dtype: float64
  - name: debug_predicted_rcv_level_1_full
    dtype: float64
  - name: severity_score_level_1_full
    dtype: float64
  - name: sufficiency_level_1_full
    dtype: float64
  - name: debug_key_level_1_full
    dtype: string
  - name: debug_median_level_1_full
    dtype: float64
  - name: debug_signed_score_level_1_full
    dtype: float64
  - name: debug_final_score_level_1_full
    dtype: float64
  - name: debug_obs_count_level_1_full
    dtype: float64
  - name: is_blowout_level_2_no_street_sf_af
    dtype: bool
  - name: debug_plaf_level_2_no_street_sf_af
    dtype: float64
  - name: debug_predicted_rcv_level_2_no_street_sf_af
    dtype: float64
  - name: severity_score_level_2_no_street_sf_af
    dtype: float64
  - name: sufficiency_level_2_no_street_sf_af
    dtype: float64
  - name: debug_key_level_2_no_street_sf_af
    dtype: string
  - name: debug_median_level_2_no_street_sf_af
    dtype: float64
  - name: debug_signed_score_level_2_no_street_sf_af
    dtype: float64
  - name: debug_final_score_level_2_no_street_sf_af
    dtype: float64
  - name: debug_obs_count_level_2_no_street_sf_af
    dtype: float64
  - name: is_blowout_level_2_no_street_sf
    dtype: bool
  - name: debug_plaf_level_2_no_street_sf
    dtype: float64
  - name: debug_predicted_rcv_level_2_no_street_sf
    dtype: float64
  - name: severity_score_level_2_no_street_sf
    dtype: float64
  - name: sufficiency_level_2_no_street_sf
    dtype: float64
  - name: debug_key_level_2_no_street_sf
    dtype: string
  - name: debug_median_level_2_no_street_sf
    dtype: float64
  - name: debug_signed_score_level_2_no_street_sf
    dtype: float64
  - name: debug_final_score_level_2_no_street_sf
    dtype: float64
  - name: debug_obs_count_level_2_no_street_sf
    dtype: float64
  - name: is_blowout_level_2_no_street_af
    dtype: bool
  - name: debug_plaf_level_2_no_street_af
    dtype: float64
  - name: debug_predicted_rcv_level_2_no_street_af
    dtype: float64
  - name: severity_score_level_2_no_street_af
    dtype: float64
  - name: sufficiency_level_2_no_street_af
    dtype: float64
  - name: debug_key_level_2_no_street_af
    dtype: string
  - name: debug_median_level_2_no_street_af
    dtype: float64
  - name: debug_signed_score_level_2_no_street_af
    dtype: float64
  - name: debug_final_score_level_2_no_street_af
    dtype: float64
  - name: debug_obs_count_level_2_no_street_af
    dtype: float64
  - name: is_blowout_level_2_no_street
    dtype: bool
  - name: debug_plaf_level_2_no_street
    dtype: float64
  - name: debug_predicted_rcv_level_2_no_street
    dtype: float64
  - name: severity_score_level_2_no_street
    dtype: float64
  - name: sufficiency_level_2_no_street
    dtype: float64
  - name: debug_key_level_2_no_street
    dtype: string
  - name: debug_median_level_2_no_street
    dtype: float64
  - name: debug_signed_score_level_2_no_street
    dtype: float64
  - name: debug_final_score_level_2_no_street
    dtype: float64
  - name: debug_obs_count_level_2_no_street
    dtype: float64
  - name: is_blowout_level_3_no_year_quarter_sf_af
    dtype: bool
  - name: debug_plaf_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: debug_predicted_rcv_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: severity_score_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: sufficiency_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: debug_key_level_3_no_year_quarter_sf_af
    dtype: string
  - name: debug_median_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: debug_signed_score_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: debug_final_score_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: debug_obs_count_level_3_no_year_quarter_sf_af
    dtype: float64
  - name: is_blowout_level_3_no_year_quarter_sf
    dtype: bool
  - name: debug_plaf_level_3_no_year_quarter_sf
    dtype: float64
  - name: debug_predicted_rcv_level_3_no_year_quarter_sf
    dtype: float64
  - name: severity_score_level_3_no_year_quarter_sf
    dtype: float64
  - name: sufficiency_level_3_no_year_quarter_sf
    dtype: float64
  - name: debug_key_level_3_no_year_quarter_sf
    dtype: string
  - name: debug_median_level_3_no_year_quarter_sf
    dtype: float64
  - name: debug_signed_score_level_3_no_year_quarter_sf
    dtype: float64
  - name: debug_final_score_level_3_no_year_quarter_sf
    dtype: float64
  - name: debug_obs_count_level_3_no_year_quarter_sf
    dtype: float64
  - name: is_blowout_level_3_no_year_quarter_af
    dtype: bool
  - name: debug_plaf_level_3_no_year_quarter_af
    dtype: float64
  - name: debug_predicted_rcv_level_3_no_year_quarter_af
    dtype: float64
  - name: severity_score_level_3_no_year_quarter_af
    dtype: float64
  - name: sufficiency_level_3_no_year_quarter_af
    dtype: float64
  - name: debug_key_level_3_no_year_quarter_af
    dtype: string
  - name: debug_median_level_3_no_year_quarter_af
    dtype: float64
  - name: debug_signed_score_level_3_no_year_quarter_af
    dtype: float64
  - name: debug_final_score_level_3_no_year_quarter_af
    dtype: float64
  - name: debug_obs_count_level_3_no_year_quarter_af
    dtype: float64
  - name: is_blowout_level_3_no_year_quarter
    dtype: bool
  - name: debug_plaf_level_3_no_year_quarter
    dtype: float64
  - name: debug_predicted_rcv_level_3_no_year_quarter
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  - name: is_blowout_level_6_no_street_ward_sf_af
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  - name: is_blowout_level_7_no_qtr_ward_sf_af
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  - name: is_blowout_level_8_all_removed_sf_af
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  - name: debug_signed_score_level_8_all_removed
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  - name: debug_final_score_level_8_all_removed
    dtype: float64
  - name: debug_obs_count_level_8_all_removed
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  - name: outlier_score
    dtype: float64
  - name: aggregated_confidence
    dtype: float64
  - name: outlier_score_conf_adj
    dtype: float64
  - name: is_final_outlier
    dtype: int64
  - name: debug_raw_score
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  - name: debug_confidence_adjusted_weight
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  - name: debug_total_applicable_weight
    dtype: float64
  - name: property_scope
    dtype: int64
  - name: property_scope_probability
    dtype: float32
  - name: resolution_info
    dtype: string
  - name: resi_area_need_review
    dtype: bool
  - name: resi_cons_area_need_review
    dtype: bool
  - name: agri_area_need_review
    dtype: bool
  - name: agent_phone
    dtype: string
  - name: agent_name
    dtype: string
  - name: url
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  - name: quality_flags
    list: string
  - name: title
    dtype: string
  - name: address
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  - name: updated_at
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  - name: Property_Type
    dtype: string
  - name: Business_Capacity_Value
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  - name: Business_Capacity_Unit
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  - name: Income_Value
    dtype: float64
  - name: Income_Period
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  - name: Income_Currency
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  - name: Tenancy_Status
    dtype: string
  - name: Functional_Type
    dtype: string
  - name: Legal_Document_Type
    dtype: string
  - name: Land_Tenure_Duration
    dtype: string
  - name: Land_Use_Zoning
    dtype: string
  - name: Land_Area
    dtype: float64
  - name: Construction_Footprint
    dtype: float64
  - name: Total_Floor_Area
    dtype: float64
  - name: Floors_Above_Ground
    dtype: float64
  - name: Floors_Below_Ground
    dtype: float64
  - name: Project_ID
    dtype: string
  - name: View_River
    dtype: float64
  - name: View_Lake
    dtype: float64
  - name: View_Seafront
    dtype: float64
  - name: View_Park
    dtype: float64
  - name: View_Landmark
    dtype: float64
  - name: text
    dtype: string
  - name: best_province_probability
    dtype: float64
  - name: best_district_probability
    dtype: float64
  - name: best_ward_probability
    dtype: float64
  - name: best_street_probability
    dtype: float64
  - name: project_probability
    dtype: float32
  - name: location_probability
    dtype: float32
  - name: structure_focus_probability
    dtype: float32
  - name: agriculture_forestry_probability
    dtype: float32
  - name: resi_cons_area_probability
    list: float64
  - name: resi_cons_len_probability
    list: float64
  - name: resi_cons_wid_probability
    list: float64
  - name: agri_area_probability
    list: float64
  - name: resi_area_probability
    list: float64
  - name: agri_wid_probability
    list: float64
  - name: resi_len_probability
    list: float64
  - name: resi_wid_probability
    list: float64
  - name: agri_len_probability
    list: float64
  - name: total_area_probability
    list: float64
  - name: total_wid_probability
    list: float64
  - name: total_len_probability
    list: float64
  - name: total_wid_best_probability
    dtype: float64
  - name: total_len_best_probability
    dtype: float64
  - name: resi_wid_best_probability
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  - name: resi_len_best_probability
    dtype: float64
  - name: resi_cons_wid_best_probability
    dtype: float64
  - name: resi_cons_len_best_probability
    dtype: float64
  - name: agri_wid_best_probability
    dtype: float64
  - name: agri_len_best_probability
    dtype: float64
  - name: total_area_best_probability
    dtype: float64
  - name: resi_area_best_probability
    dtype: float64
  - name: resi_cons_area_best_probability
    dtype: float64
  - name: agri_area_best_probability
    dtype: float64
  - name: month
    dtype: int32
  - name: income_as_vnd_per_month
    dtype: float64
  - name: number_of_bathrooms
    dtype: float64
  - name: number_of_bedrooms
    dtype: float64
  - name: number_of_alleys_facing
    dtype: int64
  - name: number_of_streets_facing
    dtype: int64
  - name: has_elevator
    dtype: int64
  - name: furniture_status
    dtype: string
  - name: structure_integrity
    dtype: string
  - name: furniture_status_score
    dtype: float64
  - name: structure_integrity_score
    dtype: float64
  - name: alley_access_level
    dtype: string
  - name: house_type
    dtype: string
  - name: construction_origin
    dtype: string
  - name: interior_status
    dtype: string
  - name: distance_to_street_level
    dtype: string
  - name: number_of_floors
    dtype: float64
  - name: floor_details
    dtype: string
  - name: number_of_basements
    dtype: int64
  - name: has_mezzanine
    dtype: int64
  - name: has_rooftop_tum
    dtype: int64
  - name: is_house_missing_floor_count
    dtype: int64
  - name: property_type_hint
    dtype: string
  splits:
  - name: train
    num_bytes: 24628127
    num_examples: 3205
  download_size: 6173833
  dataset_size: 24628127
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---