Datasets:

mstz
/

mushroom

Tasks:

Tabular Classification

Languages: English

Size Categories: 1K<n<10K

Tags: mushroom tabular_classification binary_classification UCI

License:

Dataset card Viewer Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

View in Dataset Viewer

Viewer

Split (1)

train · 8.12k rows

cap_shape stringclasses 6 values	cap_surface stringclasses 4 values	cap_color stringclasses 10 values	has_bruises bool 2 classes	odor stringclasses 9 values	gill_attachment stringclasses 2 values	gill_spacing stringclasses 2 values	gill_size stringclasses 2 values	gill_color stringclasses 12 values	stalk_shape stringclasses 2 values	stalk_surface_above_ring stringclasses 4 values	stalk_surface_belows_ring stringclasses 4 values	stalk_color_above_ring stringclasses 9 values	stalk_color_below_ring stringclasses 9 values	veil_type stringclasses 1 value	veil_color stringclasses 4 values	number_of_rings stringclasses 3 values	ring_type stringclasses 5 values	spore_print_color stringclasses 9 values	population stringclasses 6 values	habitat stringclasses 7 values	is_poisonous class label 2 classes
convex	smooth	brown	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	urban	1yes
convex	smooth	yellow	true	almond	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	grasses	0no
bell	smooth	white	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	white	true	pungent	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	urban	1yes
convex	smooth	gray	false	none	free	crowded	broad	black	tapering	smooth	s	white	white	partial	white	o	evanescent	brown	abundant	grasses	0no
convex	scaly	yellow	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	grasses	0no
bell	smooth	white	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	meadows	0no
bell	scaly	white	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
convex	scaly	white	true	pungent	free	close	narrow	pink	enlarging	smooth	s	white	white	partial	white	o	pendant	black	several	grasses	1yes
bell	smooth	yellow	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
convex	scaly	yellow	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	grasses	0no
convex	scaly	yellow	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
bell	smooth	yellow	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
convex	scaly	white	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	1yes
convex	fibrous	brown	false	none	free	crowded	broad	brown	tapering	smooth	f	white	white	partial	white	o	evanescent	black	abundant	grasses	0no
sunken	fibrous	gray	false	none	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	solitary	urban	0no
flat	fibrous	white	false	none	free	crowded	broad	black	tapering	smooth	s	white	white	partial	white	o	evanescent	brown	abundant	grasses	0no
convex	smooth	brown	true	pungent	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	1yes
convex	scaly	white	true	pungent	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	urban	1yes
convex	smooth	brown	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	urban	1yes
bell	smooth	yellow	true	almond	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
convex	scaly	brown	true	pungent	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	grasses	1yes
bell	scaly	yellow	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
bell	scaly	white	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
bell	smooth	white	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
flat	smooth	white	true	pungent	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	grasses	1yes
convex	scaly	yellow	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	white	true	anise	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
flat	fibrous	brown	false	none	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	solitary	urban	0no
convex	smooth	yellow	true	almond	free	crowded	narrow	brown	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
bell	smooth	yellow	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	white	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	urban	1yes
convex	scaly	yellow	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	brown	true	anise	free	close	broad	pink	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	solitary	paths	0no
bell	scaly	yellow	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
convex	fibrous	yellow	true	anise	free	crowded	narrow	white	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
sunken	fibrous	gray	false	none	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	several	urban	0no
convex	scaly	brown	true	pungent	free	close	narrow	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	urban	1yes
convex	fibrous	yellow	true	almond	free	crowded	narrow	pink	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
bell	smooth	yellow	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
bell	scaly	yellow	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
convex	scaly	yellow	true	anise	free	close	broad	brown	enlarging	smooth	y	white	white	partial	white	o	pendant	black	solitary	paths	0no
convex	fibrous	brown	false	none	free	close	narrow	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	solitary	urban	0no
convex	scaly	white	true	pungent	free	close	narrow	pink	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	grasses	1yes
convex	smooth	yellow	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	meadows	0no
convex	scaly	white	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	grasses	0no
convex	scaly	yellow	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
convex	smooth	white	true	anise	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	yellow	true	anise	free	close	broad	brown	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	scattered	paths	0no
flat	scaly	yellow	true	anise	free	close	broad	white	enlarging	smooth	y	white	white	partial	white	o	pendant	black	scattered	paths	0no
convex	scaly	brown	true	almond	free	close	broad	white	enlarging	smooth	y	white	white	partial	white	o	pendant	black	scattered	grasses	0no
convex	smooth	white	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
bell	smooth	white	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
convex	scaly	brown	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	1yes
convex	smooth	white	true	pungent	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	several	urban	1yes
bell	scaly	yellow	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	meadows	0no
flat	fibrous	gray	false	none	free	crowded	broad	brown	tapering	smooth	s	white	white	partial	white	o	evanescent	brown	abundant	grasses	0no
bell	smooth	white	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	grasses	0no
convex	smooth	yellow	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	grasses	0no
convex	scaly	brown	true	almond	free	close	broad	pink	enlarging	smooth	y	white	white	partial	white	o	pendant	black	solitary	paths	0no
sunken	fibrous	gray	false	none	free	close	narrow	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	0no
bell	scaly	yellow	true	almond	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
bell	smooth	yellow	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
bell	scaly	yellow	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	numerous	meadows	0no
bell	scaly	white	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
flat	smooth	brown	false	none	free	crowded	broad	black	tapering	smooth	s	white	white	partial	white	o	evanescent	black	abundant	grasses	0no
convex	smooth	white	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
flat	scaly	yellow	true	almond	free	close	broad	white	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
convex	scaly	yellow	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	grasses	0no
convex	fibrous	gray	false	none	free	close	narrow	pink	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	0no
flat	fibrous	yellow	true	anise	free	crowded	narrow	pink	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
bell	scaly	white	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	meadows	0no
flat	fibrous	yellow	true	anise	free	crowded	narrow	white	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
convex	scaly	brown	true	almond	free	close	broad	pink	enlarging	smooth	y	white	white	partial	white	o	pendant	black	scattered	paths	0no
bell	smooth	yellow	true	almond	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
flat	smooth	yellow	true	anise	free	crowded	narrow	pink	tapering	smooth	s	white	white	partial	white	o	pendant	brown	several	woods	0no
convex	smooth	white	true	anise	free	crowded	narrow	brown	tapering	smooth	s	white	white	partial	white	o	pendant	purple	several	woods	0no
flat	scaly	brown	true	anise	free	close	broad	pink	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	solitary	paths	0no
convex	scaly	brown	true	pungent	free	close	narrow	white	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	1yes
flat	scaly	brown	true	almond	free	close	broad	brown	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	solitary	grasses	0no
convex	smooth	brown	false	none	free	crowded	broad	black	tapering	fibrous	s	white	white	partial	white	o	evanescent	brown	scattered	grasses	0no
convex	scaly	white	true	pungent	free	close	narrow	white	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	1yes
flat	fibrous	gray	false	none	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	solitary	urban	0no
convex	fibrous	gray	false	none	free	crowded	broad	brown	tapering	smooth	s	white	white	partial	white	o	evanescent	brown	scattered	grasses	0no
convex	scaly	yellow	true	anise	free	close	broad	white	enlarging	smooth	y	white	white	partial	white	o	pendant	black	scattered	grasses	0no
convex	smooth	brown	false	none	free	crowded	broad	black	tapering	smooth	s	white	white	partial	white	o	evanescent	black	scattered	grasses	0no
bell	smooth	white	true	almond	free	close	broad	white	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
convex	smooth	white	true	anise	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
flat	scaly	brown	true	anise	free	close	broad	white	enlarging	smooth	y	white	white	partial	white	o	pendant	black	solitary	grasses	0no
sunken	fibrous	brown	false	none	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	several	urban	0no
convex	fibrous	brown	false	none	free	close	narrow	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	solitary	urban	0no
bell	smooth	white	true	anise	free	close	broad	black	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
convex	scaly	yellow	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no
convex	scaly	yellow	true	anise	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	meadows	0no
convex	smooth	brown	false	none	free	crowded	broad	brown	tapering	smooth	s	white	white	partial	white	o	evanescent	brown	abundant	grasses	0no
convex	smooth	white	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
flat	scaly	brown	true	anise	free	close	broad	pink	enlarging	smooth	y	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
convex	smooth	yellow	true	almond	free	close	broad	brown	enlarging	smooth	s	white	white	partial	white	o	pendant	black	numerous	grasses	0no
bell	smooth	white	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	brown	scattered	grasses	0no
convex	scaly	white	true	almond	free	close	broad	gray	enlarging	smooth	s	white	white	partial	white	o	pendant	black	scattered	grasses	0no

End of preview. Expand in Dataset Viewer.

YAML Metadata Error: "configs[0]" must be of type object

Mushroom

The Mushroom dataset from the UCI ML repository.

Configurations and tasks

Configuration	Task	Description
mushroom	Binary classification	Is the mushroom poisonous?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/mushroom")["train"]

Downloads last month: 72

Edit dataset card

Size of downloaded dataset files:

374 kB

Size of the auto-converted Parquet files:

95.1 kB

Number of rows:

8,124

Models trained or fine-tuned on mstz/mushroom

pradeepksh/mushroom

Tabular Classification • Updated Dec 9, 2023