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goat-behavior

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harpomaxx commited on Jul 16, 2023

Commit

2b04187

1 Parent(s): 507d146

add info about SHAP in landing page

Files changed (1) hide show

app.R CHANGED Viewed

@@ -57,7 +57,7 @@ ui <- fluidPage(
                  <p>
                  <p>This application allows users to test the pre-trained machine learning model that predicts goat behavior based on input sensor data.
                        The input data should be a tab-separated value (.tsv) file containing specific sensor data related to the goat's activity.
-                       <p>The application then generates predictions, provides a confusion matrix result, and offers the option to download the predictions.
                        <p>The key features expected in the dataset are:
                       <table>
   <thead>

                  <p>
                  <p>This application allows users to test the pre-trained machine learning model that predicts goat behavior based on input sensor data.
                        The input data should be a tab-separated value (.tsv) file containing specific sensor data related to the goat's activity.
+                 <p>The application then generates predictions, provides a confusion matrix result, and offers the option to download the predictions. In addition you can explor the decisions of the model via SHAP analysis.
                        <p>The key features expected in the dataset are:
                       <table>
   <thead>