How confident is the system about the forecast accuracy?

In this section, the best explainable visualisations to check the predictions’ level of confidence are displayed. Specifically, this section serves as a valuable resource for evaluating the robustness of predictions and enhancing your overall comprehension of the predictive outcomes.

Bar/Line Plot


Example from XMANAI

A bar/line chart combines features of bar and line charts, using bars for discrete categories and lines to indicate trends over a continuous scale.
It is useful for illustrating relationships between two datasets, allowing emphasis on individual values and the overall pattern in a single representation.

A bar chart has been used in XMANAI to compare the trend of a sensor real values and predicted values in a specific range of time to let the user compare the values and create trust in the XAI models used.