Exercise

Exploring the mushroom dataset

In this chapter you'll work with a new dataset about North American mushrooms! Each mushroom is represented with physical features and classified as edible, poisonous, or unknown and not recommended. However, the unknown class was combined with the poisonous one. The objective is to predict which mushrooms are edible based on their properties.

The dataset is available to you as mushrooms, and the target is the 'class' column. Explore it in the IPython Shell and select the correct statement from the options below.

Instructions

50 XP

Possible answers

There are three classes: 'e' (edible), 'p' (poisonous), and 'u' (unknown).

There are some values missing from the poisonous class.

The target is binary, categorical, and balanced.