Ryan-Pupia/CS482-HousingDataSet

---
dataset_info:
features:
- name: log_stand__housing_median_age
dtype: float64
- name: log_stand__total_rooms
dtype: float64
- name: log_stand__total_bedrooms
dtype: float64
- name: log_stand__population
dtype: float64
- name: log_stand__households
dtype: float64
- name: log_stand__median_income
dtype: float64
- name: log_stand__median_house_value
dtype: float64
- name: encode__ocean_proximity_<1H OCEAN
dtype: float64
- name: encode__ocean_proximity_INLAND
dtype: float64
- name: encode__ocean_proximity_ISLAND
dtype: float64
- name: encode__ocean_proximity_NEAR BAY
dtype: float64
- name: encode__ocean_proximity_NEAR OCEAN
dtype: float64
- name: scale__longitude
dtype: float64
- name: scale__latitude
dtype: float64
splits:
- name: train
num_bytes: 1648864
num_examples: 14722
- name: test
num_bytes: 412272
num_examples: 3681
download_size: 1130408
dataset_size: 2061136
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
license: mit
language:
- en
pretty_name: Pre-Processed Housing Data
---
This dataset consists of processed and separated data for producing and validating a model using california housing data

原始信息汇总

数据集概述

特征信息

• log_stand__housing_median_age: 数据类型为 float64
• log_stand__total_rooms: 数据类型为 float64
• log_stand__total_bedrooms: 数据类型为 float64
• log_stand__population: 数据类型为 float64
• log_stand__households: 数据类型为 float64
• log_stand__median_income: 数据类型为 float64
• log_stand__median_house_value: 数据类型为 float64
• encode__ocean_proximity_<1H OCEAN: 数据类型为 float64
• encode__ocean_proximity_INLAND: 数据类型为 float64
• encode__ocean_proximity_ISLAND: 数据类型为 float64
• encode__ocean_proximity_NEAR BAY: 数据类型为 float64
• encode__ocean_proximity_NEAR OCEAN: 数据类型为 float64
• scale__longitude: 数据类型为 float64
• scale__latitude: 数据类型为 float64

数据分割

• train: 包含 14722 个样本，占用 1648864 字节
• test: 包含 3681 个样本，占用 412272 字节

数据集大小

• 下载大小: 1130408 字节
• 数据集大小: 2061136 字节

配置信息

• config_name: default
  • data_files:
    • train: 路径为 data/train-*
    • test: 路径为 data/test-*

许可证

• license: MIT

语言

• language: 英语

数据集名称

• pretty_name: Pre-Processed Housing Data