evaluate/main/en/package_reference/visualization_methods.md

# Visualization methods

Methods for visualizing evaluations results:

## Radar Plot[[evaluate.visualization.radar_plot]]

#### evaluate.visualization.radar_plot[[evaluate.visualization.radar_plot]]

[Source](https://github.com/huggingface/evaluate/blob/main/src/evaluate/visualization.py#L138)

Create a complex radar chart with different scales for each variable
Source: https://towardsdatascience.com/how-to-create-and-visualize-complex-radar-charts-f7764d0f3652

**Parameters:**

data (`List[dict]`) : the results (list of metric + value pairs). E.g. data = [{"accuracy": 0.9, "precision":0.8},{"accuracy": 0.7, "precision":0.6}]

names (`List[dict]`) : model names. E.g. names = ["model1", "model 2", ...]

invert_range (`List[dict]`, optional) : the metrics to invert (in cases when smaller is better, e.g. speed) E.g. invert_range=["latency_in_seconds"]

config (`dict`, optional) : a specification of the formatting configurations, namely:  - rad_ln_args (`dict`, default `{"visible": True}`): The visibility of the radial (circle) lines.  - outer_ring (`dict`, default `{"visible": True}`): The visibility of the outer ring.  - angle_ln_args (`dict`, default `{"visible": True}`): The visibility of the angle lines.  - rgrid_tick_lbls_args (`dict`, default `{"fontsize": 12}`): The font size of the tick labels on the scales.  - theta_tick_lbls (`dict`, default `{"fontsize": 12}`): The font size of the variable labels on the plot.  - theta_tick_lbls_pad (`int`, default `3`): The padding of the variable labels on the plot.  - theta_tick_lbls_brk_lng_wrds (`bool`, default `True` ): Whether long words in the label are broken up or not.  - theta_tick_lbls_txt_wrap (`int`, default `15`): Text wrap for tick labels  - incl_endpoint (`bool`, default `False`): Include value endpoints on calse  - marker (`str`, default `"o"`): the shape of the marker used in the radar plot.  - markersize (`int`, default `3`): the shape of the marker used in the radar plot.  - legend_loc (`str`, default `"upper right"`): the location of the legend in the radar plot. Must be one of: 'upper left', 'upper right', 'lower left', 'lower right'.  - bbox_to_anchor (`tuple`, default `(2, 1)`: anchor for the legend.

fig (`matplotlib.figure.Figure`, optional) : figure used to plot the radar plot.

**Returns:**

`matplotlib.figure.Figure`