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jtbandes

jtbandes / LinearRegression / 0.1.0

LinearRegression

Royalty Free
machine learning
Language
Java
Metrics
API Calls - 88 Avg call duration - N/A
Permissions
This is not a recognized license.
This is necessary for algorithms that rely on external services, however it also implies that this algorithm is able to send your input data outside of the Algorithmia platform.

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