https://github.com/hackintoshrao/tensorflow-income-bracket

Predicting whether the income > 50K based on the information about the individuals.
https://github.com/hackintoshrao/tensorflow-income-bracket

classification deep-learning deep-neural-networks tensorflow

Last synced: 13 days ago
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Predicting whether the income > 50K based on the information about the individuals.

• Host: GitHub
• URL: https://github.com/hackintoshrao/tensorflow-income-bracket
• Owner: hackintoshrao
• Created: 2018-02-26T06:10:30.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-26T08:13:33.000Z (almost 7 years ago)
• Last Synced: 2024-10-06T09:43:53.534Z (4 months ago)
• Topics: classification, deep-learning, deep-neural-networks, tensorflow
• Language: Jupyter Notebook
• Size: 8.79 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# tensorflow-income-bracket

Predicting whether the income > 50K based on the information about the individuals.

Here are the input parameters available in the dataset 

```

'age', 'workclass', 'fnlwgt', 'education', 'education_num','marital_status', 'occupation', 'relationship', 'race', 'gender',

'capital_gain', 'capital_loss', 'hours_per_week', 'native_country',

``` 

The output named 'income_bracket' tells us  predict whether the income is greater than 50K    

   

Here is the sample dataset

```

age          workclass  fnlwgt   education  education_num  \

0   50   Self-emp-not-inc   83311   Bachelors             13

1   38            Private  215646     HS-grad              9

2   53            Private  234721        11th              7

3   28            Private  338409   Bachelors             13

4   37            Private  284582     Masters             14

        marital_status          occupation    relationship    race   gender  \

0   Married-civ-spouse     Exec-managerial         Husband   White     Male

1             Divorced   Handlers-cleaners   Not-in-family   White     Male

2   Married-civ-spouse   Handlers-cleaners         Husband   Black     Male

3   Married-civ-spouse      Prof-specialty            Wife   Black   Female

4   Married-civ-spouse     Exec-managerial            Wife   White   Female

   capital_gain  capital_loss  hours_per_week  native_country  income_bracket

0             0             0              13   United-States               0

1             0             0              40   United-States               0

2             0             0              40   United-States               0

3             0             0              40            Cuba               0

4             0             0              40   United-States               0

```