Arena
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Getting Started Basic Concepts Installation Params Your first data source Sharing Session
Features Annotations Chart Options Peer to Peer Sharing Modifying Observations
Charts Observation Level XAI Dataset Level XAI Fairness Model Performance Exploratory data analysis
Params

Creating charts

There are four types of params in Arena: Model, Dataset, Variable, Observation. Each plot is created for combination of some of these params. For example Partial dependence profile can be created for model: GLM and variable: age.

To create a plot:
  1. Choose Models or Datasets
  2. Grab plots and move them on the grid
  3. Observation and variable can be changed anytime using dropdown at the top bar
The whole proccess ilustrates video below

Lock params

Although plots use global values of params by default, You can lock params on each chart. Use left-click to set the current value of global param or right-click to open the selection menu.
Installation Your first data source