jtbandes / LinearRegression / 0.1.0

LinearRegression

Royalty Free

machine learning

Language

Java

Metrics

API Calls - 88 Avg call duration - N/A

Permissions

Run an Example

Input

Output

{
  "slope": 0.5000909090909093,
  "intercept": 3.0000909090909094,
  "correlation": 0.8164205163448399
}

Install and Use

Install

Install the Algorithmia CLI client by running:

curl -sSLf https://algorithmia.com/install.sh | sh

Then authenticate by running:

$ algo auth
# When prompted for api endpoint, hit enter
# When prompted for API key, enter your key: YOUR_API_KEY

CLI Install Docs

Use



    algo run jtbandes/LinearRegression/0.1.0 -d '// Anscombe's Quartet:

[[10.0,8.04],[8.0,6.95],[13.0,7.58],[9.0,8.81],[11.0,8.33],[14.0,9.96],[6.0,7.24],[4.0,4.26],[12.0,10.84],[7.0,4.82],[5.0,5.68]]

[[10.0,9.14],[8.0,8.14],[13.0,8.74],[9.0,8.77],[11.0,9.26],[14.0,8.10],[6.0,6.13],[4.0,3.10],[12.0,9.13],[7.0,7.26],[5.0,4.74]]

[[10.0,7.46],[8.0,6.77],[13.0,12.74],[9.0,7.11],[11.0,7.81],[14.0,8.84],[6.0,6.08],[4.0,5.39],[12.0,8.15],[7.0,6.42],[5.0,5.73]]

[[8.0,6.58],[8.0,5.76],[8.0,7.71],[8.0,8.84],[8.0,8.47],[8.0,7.04],[8.0,5.25],[19.0,12.50],[8.0,5.56],[8.0,7.91],[8.0,6.89]]' --timeout 300

CLI Docs

This algorithm's sample input contains a ' character. This can be used to inject malicious code when running commands (e.g. "'; sudo rm -rf / ;"). Use with caution.