adult.train: Trainning set of the census income data

In Ossifragus/OSMAC: Optimal Subsampling for Logistic Regression

Description

Predict whether income exceeds 50K/yr based on census data.

Format

The training set adult.train contains 32,561 observations.

Details

The variables are as follows:

• >50K, <=50K: whether the income is above 50k per year

• age: continuous

• workclass: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked

• fnlwgt: continuous

• education: Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool

• education-num: continuous

• marital-status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse

• occupation: Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, Armed-Forces

• relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried

• race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black

• sex: Female, Male

• capital-gain: continuous

• capital-loss: continuous

• hours-per-week: continuous

• native-country: United-States, Cambodia, England, Puerto-Rico, Canada, Germany, Outlying-US(Guam-USVI-etc), India, Japan, Greece, South, China, Cuba, Iran, Honduras, Philippines, Italy, Poland, Jamaica, Vietnam, Mexico, Portugal, Ireland, France, Dominican-Republic, Laos, Ecuador, Taiwan, Haiti, Columbia, Hungary, Guatemala, Nicaragua, Scotland, Thailand, Yugoslavia, El-Salvador, Trinadad&Tobago, Peru, Hong, Holand-Netherlands

Ossifragus/OSMAC documentation built on May 7, 2019, 9:29 p.m.