Feature Importance chart regression

Overview

A Feature Importance Chart in regression analysis displays the relative importance of each feature in predicting the target variable. It helps identify which features have the most influence on model predictions, guiding feature selection and model optimization.

Chart's configurations

Height

• Default Value: 500 pixels
• Description: Provide a specific height value for the chart. Only integer values are allowed, and this will help maintain the aspect ratio of the chart.

Show Legend

• Default Value: True
• Description: Refers to the option of displaying a key or legend on the chart. This legend provides information about the meaning of different colors, shapes, or symbols used in the chart, helping viewers interpret the data accurately. Enabling the Show Legend feature enhances the clarity and understanding of the chart, making it easier for the audience to associate visual elements with specific categories or data points.

X-axis grid

• Default Value: True
• Description: The X-axis grid consists of horizontal lines on the chart, providing a visual reference for data points along the X-axis.

Y-axis grid

• Default Value: True
• Description: The Y-axis grid comprises vertical lines on the chart, offering a visual guide for data points along the Y-axis.

Chart title

• Max Length: 80 characters
• Default Value: None
• Description: The chart title is the headline of your data story. It succinctly describes the main theme or purpose of the chart, providing a quick overview of the insights presented.
• Note: You can use the tag {{None}} to display nothing.

X-axis title

• Max Length: 80 characters
• Default Value: None
• Description: The X-axis title labels the horizontal axis of your chart, providing context for the variable or time scale represented. It serves as a key reference point for understanding the data along the X-axis.
• Note: You can use the tag {{None}} to display nothing.

Y-axis title

• Max Length: 80 characters
• Default Value: None
• Description: The Y-axis title labels the vertical axis of your chart, indicating the scale or measurement of the displayed data. It serves as a key reference point for understanding the data along the Y-axis.
• Note: You can use the tag {{None}} to display nothing.

Paper color

• Default Value: #FFFFFF  
• Description:  The paper color refers to the background color of your paper of chart. It sets the overall visual tone and can impact the readability of your data.

Plot color

• Default Value: #e2edff  
• Description: The plot color defines the color scheme used for the main elements within the chart. Thoughtful selection of plot colors enhances visual appeal and aids in conveying information effectively.

Font color

• Default Value: #000  
• Description: The font color refers to the color of the text within your chart, including titles, labels, and annotations. Selecting an appropriate font color is essential for readability and ensuring that the text stands out against the background.

X-axis grid color

• Default Value: #C2C2C2  
• Description: The X-axis grid color refers to the color of the horizontal grid lines on the chart. It provides a visual reference for data points along the X-axis, aiding in interpretation.

Y-axis grid color

• Default Value: #C2C2C2  
• Description: The Y-axis grid color pertains to the color of the vertical grid lines on the chart. It serves as a visual guide, aiding in the interpretation of data points along the Y-axis.