kobzarvs/california_housing

加利福尼亚住房数据集来源于1990年加利福尼亚州的人口普查数据。它包含20640个样本，每个样本对应一个地理区块及其居民。具体来说，它包含以下8个特征：1) MedInc：区块居民的中位收入；2) HouseAge：区块房屋的中位年龄；3) AveRooms：区块房屋的平均房间数；4) AveBedrms：区块房屋的平均卧室数；5) Population：区块的居民人数；6) AveOccup：同一屋顶下的平均人数；7) Latitude：地理纬度；8) Longitude：地理经度。目标变量是中位房屋价值（MedHouseVal）。

The California Housing dataset comes from the California 1990 Census. It contains 20640 samples, each of which corresponds to a geographical block and the people living therein. Specifically, it contains the following 8 features: 1) MedInc: Median income of the people living in the block; 2) HouseAge: Median age of the houses in a block; 3) AveRooms: Average rooms of houses in a block; 4) AveBedrms: Average bedrooms of houses in a block; 5) Population: Number of people living in a block; 6) AveOccup: Average number of people under the same roof; 7) Latitude: Geographical latitude; 8) Longitude: Geographical longitude. The target variable is the median house value (MedHouseVal).