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weka / NaiveBayes / 0.1.1

NaiveBayes

Royalty Free
classifier machine learning naive bayes weka
Language
Java
Metrics
API Calls - 178 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.
This allows an algorithm to compose sophisticated functionality using other algorithms as building blocks , however it also carries the potential of incurring additional royalty and usage costs from any algorithm that it calls .

Run an Example

Input
Output
"\nResults\n=======\n\nCorrectly Classified Instances        8778               73.15   %\nIncorrectly Classified Instances      3222               26.85   %\nKappa statistic                          0.7015\nMean absolute error                      0.0536\nRoot mean squared error                  0.2308\nRelative absolute error                 29.8094 %\nRoot relative squared error             76.9527 %\nTotal Number of Instances            12000     \n"

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 weka/NaiveBayes/0.1.1 -d '{
"trainUrl":"data://weka/WekaSampleCollection/train.arff",
"cv":5,
"options":"",
"mode":"train",
"modelUrl":"data://.algo/temp/model.txt"
}' --timeout 300
CLI Docs