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@@ -90,4 +90,36 @@ A `Fingerprint` is combination of [`Filtering labels`](#label) that unique ident
 
 ## Datasource
 
-A `Datasource` is a **required** top-level organizational construct that defines the source of the data to be stored or retrieved by Horreum. Currently, Horreum supports 2 types of `Datasource`: Postgres and Elasticsearch
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+A `Datasource` is a **required** top-level organizational construct that defines the source of the data to be stored or retrieved by Horreum. Currently, Horreum supports 2 types of `Datasource`: Postgres and Elasticsearch
+
+## Baseline
+
+The *initial* sample for an `Experiment` comparison. Configured in an `Experiment Profile`.
+
+## Change Detection Variable
+
+Change detection tracks `Schema` `Label`s that have been configured as a Change Detection Variable.
+
+## Experiment
+
+This enables running a comparison between `Runs` for a particular `Test`. There can be multiple `Profile`s configured for an `Experiment` to check for a variety of desired conditions. The outcome status for each `Profile` condition will be one of the following:
+- SAME
+- WORSE
+- BETTER
+
+## Experiment Profile
+
+A `Profile` consists of:
+- `Experiment` selector
+- `Baseline`
+- 0, 1 or many Comparison conditions
+
+## JSON validation schema
+An *optional* schema added to a `Test` to validate uploaded `Run` JSON data.
+
+
+
+
+
+
+
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+---
+title: Dataset Experiment Evaluation
+description: Document explaining the use of Experiment Evaluation function in Horreum UI
+date: 2024-01-18
+weight: 5
+---
+
+## Using the Dataset Experiment Evaluation View
+
+Using the Experiment evaluation window you can quickly see the values and the relative difference of a Run.
+Start by initially loading the Test. Then click the `Dataset list` button.
+
+{{% imgproc dataset_list Fit "1200x900" %}} Dataset List {{% /imgproc %}}
+
+Then select the individual Test Run you want to compare with it's Baseline.
+
+By navigating to the uploaded run Dataset view page you will see a button  “Evaluate experiment”. Clicking this button opens a window revealing the comparison result for the current Run and the Baseline Run..
+
+{{% imgproc individual_evaluation Fit "1200x900" %}} Individual Evaluation {{% /imgproc %}}
+
+Results show the values then the percentage difference.
+
+
+## Datasets Comparison View
+
+Horreum provides multiple Run comparisons in the Dataset Comparison View. We can filter based on the Filter labels defined in the Schema.
+
+Start by initially loading the Dataset list. Then click the button “Select for comparison”.
+
+{{% imgproc select_for_comparison Fit "1200x900" %}} Select for comparison {{% /imgproc %}}
+
+Next the Comparison view is displayed. This is where filters are set.
+
+{{% imgproc dataset_selection Fit "1200x900" %}} Dataset selection {{% /imgproc %}}
+
+Select a number of Runs to be compared using the “Add to comparison” button. Then click the “Compare labels”. Displayed next is the Labels Comparison view. 
+
+{{% imgproc multiple_dataset_comparison Fit "1200x900" %}} Multiple Dataset comparison {{% /imgproc %}}
+
+ Displayed here are multiple Datasets. Schema Labels can be expanded to display a bar graph representing each Run.
+ 
+ In this guide two things were shown. How to compare an individual Dataset. Followed by comparing multiple Datasets.
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