MikeGreen2710/outliers_v1

---
dataset_info:
features:
- name: id
dtype: string
- name: price_m2
dtype: float64
- name: street
dtype: string
- name: ward
dtype: string
- name: district
dtype: string
- name: road_wide_std
dtype: float64
- name: cnt
dtype: float64
- name: median
dtype: float64
- name: abs_distance
dtype: float64
- name: MAD
dtype: float64
- name: median_ward_road_wide
dtype: float64
- name: cnt_ward_road_wide
dtype: float64
- name: abs_distance_ward_road_wide
dtype: float64
- name: MAD_ward_road_wide
dtype: float64
- name: median_district_road_wide
dtype: float64
- name: cnt_district_road_wide
dtype: float64
- name: abs_distance_district_road_wide
dtype: float64
- name: MAD_district_road_wide
dtype: float64
- name: median_street
dtype: float64
- name: cnt_street
dtype: int64
- name: abs_distance_street
dtype: float64
- name: MAD_street
dtype: float64
- name: median_ward
dtype: float64
- name: cnt_ward
dtype: int64
- name: abs_distance_ward
dtype: float64
- name: MAD_ward
dtype: float64
- name: median_district
dtype: float64
- name: cnt_district
dtype: int64
- name: abs_distance_district
dtype: float64
- name: MAD_district
dtype: float64
- name: median_road_wide
dtype: float64
- name: cnt_road_wide
dtype: float64
- name: abs_distance_road_wide
dtype: float64
- name: MAD_road_wide
dtype: float64
- name: z_score
dtype: float64
- name: z_score_ward_road_wide
dtype: float64
- name: z_score_district_road_wide
dtype: float64
- name: z_score_road_wide
dtype: float64
- name: z_score_street
dtype: float64
- name: z_score_ward
dtype: float64
- name: z_score_district
dtype: float64
- name: z_score_street_road_wide_within_3
dtype: float64
- name: z_score_ward_road_wide_within_3
dtype: float64
- name: z_score_district_road_wide_within_3
dtype: float64
- name: total_z_score
dtype: float64
- name: total_weight
dtype: int64
- name: final_z_score
dtype: float64
- name: outlier
dtype: int64
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 406682750
num_examples: 895032
download_size: 222391447
dataset_size: 406682750
---
# Dataset Card for "outliers_v1"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集特征

• id：字符串类型
• price_m2：浮点数类型
• street：字符串类型
• ward：字符串类型
• district：字符串类型
• road_wide_std：浮点数类型
• cnt：浮点数类型
• median：浮点数类型
• abs_distance：浮点数类型
• MAD：浮点数类型
• median_ward_road_wide：浮点数类型
• cnt_ward_road_wide：浮点数类型
• abs_distance_ward_road_wide：浮点数类型
• MAD_ward_road_wide：浮点数类型
• median_district_road_wide：浮点数类型
• cnt_district_road_wide：浮点数类型
• abs_distance_district_road_wide：浮点数类型
• MAD_district_road_wide：浮点数类型
• median_street：浮点数类型
• cnt_street：整数类型
• abs_distance_street：浮点数类型
• MAD_street：浮点数类型
• median_ward：浮点数类型
• cnt_ward：整数类型
• abs_distance_ward：浮点数类型
• MAD_ward：浮点数类型
• median_district：浮点数类型
• cnt_district：整数类型
• abs_distance_district：浮点数类型
• MAD_district：浮点数类型
• median_road_wide：浮点数类型
• cnt_road_wide：浮点数类型
• abs_distance_road_wide：浮点数类型
• MAD_road_wide：浮点数类型
• z_score：浮点数类型
• z_score_ward_road_wide：浮点数类型
• z_score_district_road_wide：浮点数类型
• z_score_road_wide：浮点数类型
• z_score_street：浮点数类型
• z_score_ward：浮点数类型
• z_score_district：浮点数类型
• z_score_street_road_wide_within_3：浮点数类型
• z_score_ward_road_wide_within_3：浮点数类型
• z_score_district_road_wide_within_3：浮点数类型
• total_z_score：浮点数类型
• total_weight：整数类型
• final_z_score：浮点数类型
• outlier：整数类型
• index_level_0：整数类型

数据集分割

• train：
  • 数据量：406682750字节
  • 示例数：895032

数据集大小

• 下载大小：222391447字节
• 数据集大小：406682750字节