Predict Auto Mileage (Miles Per Gallon)

Your model is deployed in a secure sandbox. What now?

Train the model
Sample training data set has been provided for you to start with.
Score your data
Submit your data to the trained model to be scored. You can do it by submitting a data file or interactively.
Customize this Model
Discuss this Model
Train the Model
The easiest and quickiest way to train the model and get recommendations is to submit this
sample input dataset by clicking
Submit Now

Note:
Your model is not yet trained. You have to train the model before you can score.

Note:
"mpg" is the target attribute for prediction. It is the last column in the CSV file.

Train the model with your own data. Follow these three simple steps:
Step 1:  
Start with this Sample Training File as a template.
(It conforms to the Data Dictionary shown on the previous page)
Step 2:   Customize with your own data (copy and paste your data).
Step 3:   Submit the file below.
Upload File

Note:
Your model is not yet trained. You have to train the model before you can score.

Score Data
The easiest and quickiest way to score some data is to submit this sample input dataset. The data conforms to the model's data dictionary
Submit Now

Note:
Your model is not yet trained. You have to train the model before you can score.

Note:

After the uploaded file is scored, it will be returned with an additional column:
prediction (the last column in the file).

Interactive Scoring Form
Add / Delete Rows Predicted MPG Cylinders Displacement Horsepower Weight Acceleration Model Year Origin Car Name
Add / Delete 6225100343017.2781plymouth volare
Add / Delete 8350155450213.5721buick lesabre custom
Add / Delete 8350165420912711chevrolet impala
Add / Delete 8350170416511.4771chevrolet monte carlo landau
Add / Delete 412088295717752peugeot 504
Add / Delete 414171319024.8792peugeot 504
Add / Delete 834016036098701plymouth 'cuda 340
Add / Delete 415190267016791buick skylark limited
Add / Delete 49778218815.8802audi 4000
Add / Delete 414088287018.1801ford fairmont
Add / Delete 48876206514.5712fiat 124b
Add / Delete 6258120341015.1781amc concord d/l
Add / Delete 49792228817723datsun 510 (sw)
Add / Delete 49153179517.4763honda civic
Add / Delete 622595326416751plymouth valiant custom
Add / Delete 415190273518821pontiac phoenix
Add / Delete 411288264018.6821chevrolet cavalier wagon
Add / Delete 8351148465713.5751ford ltd
Add / Delete 6231105342516.9771buick skylark
Add / Delete 6173115270012.9791oldsmobile omega brougham
Add / Delete 6231110390721751buick century
Submit your own csv file with the data to be scored.
The csv file must conform to the data specification used for training the model. Therefore, we suggest that you follow these three simple steps:
Step 1:   Start with this Sample File as template.
Step 2:   Customize with your own data.
Step 3:   Submit the file below.
Upload File

Note:
Your model is not yet trained. You have to train the model before you can score.

Note:
After the uploaded file is scored, it will be returned with an additional column:
mpg.   It is the last column in the file.
You can submit data to be scored programtically through the REST-based Service APIs.
For the API specification and details on how to develop applications using them please refer to the Developer's Guide. Note that you will need your personal session key to use with the APIs. Here's your session key:

No Session Key available. Train the model to get the session key.

Note:
For your convenience here's a sample Python application.