Prediction Of Poisonous Mushrooms Cleaned

Playground Series - Season 4, Episode 8 Cleaned Dataset

@kaggle.blade007_prediction_of_poisonous_mushrooms_cleaned

Table List

3 tables(290.23 MB)

Submission

Testing Set

Training Set

Testing Set

@kaggle.blade007_prediction_of_poisonous_mushrooms_cleaned.testing_set

113.36 MB
2077964 rows
29 columns

id Id	cap_diameter Cap-diameter	cap_shape Cap-shape	cap_surface Cap-surface	cap_color Cap-color	does_bruise_or_bleed Does-bruise-or-bleed	gill_attachment Gill-attachment	gill_spacing Gill-spacing	gill_color Gill-color	stem_height Stem-height	stem_width Stem-width	stem_root Stem-root	stem_surface Stem-surface	stem_color Stem-color	veil_type Veil-type	veil_color Veil-color	has_ring Has-ring	ring_type Ring-type	spore_print_color Spore-print-color	habitat Habitat	season Season	log_cap_diameter Log-cap-diameter	log_stem_height Log-stem-height	log_stem_width Log-stem-width	stem_area Stem Area	stem_volume Stem Volume	cap_area Cap Area	stem_cap_ratio Stem Cap Ratio	stem_shape Stem Shape
3116945	8.64	x	_NA_	n	t	_NA_	_NA_	w	11.13	17.12	b	_NA_	w	u	w	t	Other	_NA_	d	a	2.265921108622454	2.495681722955959	2.8970163006148333	5.255125900379047	7.848964663276436	4.088153080132795	0.8277630543665613	0.9314492923049964
3116946	6.9	Other	t	o	f	_NA_	c	y	1.27	10.75	_NA_	_NA_	n	_NA_	_NA_	f	f	_NA_	d	a	2.066862759472976	0.8197798314933114	2.463853240590168	2.684610969368447	4.755901918531684	3.64787011286185	0.1689474972686978	2.2475550286365613
3116947	2	b	g	n	f	_NA_	c	n	6.18	3.14	_NA_	_NA_	n	_NA_	_NA_	f	f	_NA_	d	Other	1.0986122886681096	1.9712993830601329	1.420695787837223	3.0157897703289698	3.8888800308343465	1.4210804127942926	1.4085449700547104	0.4108443572279004
3116948	3.47	x	t	n	f	s	c	n	4.98	8.51	_NA_	_NA_	w	_NA_	Other	t	Other	_NA_	d	u	1.4973884086254774	1.7884205679625405	2.252343876557299	3.769993894968552	5.649873465406428	2.347262118905759	0.8900118474103147	0.9965187791831028
3116949	6.17	x	h	y	f	p	_NA_	y	6.73	13.7	_NA_	_NA_	y	_NA_	Other	t	Other	_NA_	d	u	1.969905654611529	2.0451088625993306	2.6878474937846906	4.5347584512477175	6.900809811032495	3.430731722198725	0.73752847345033	1.1104292651728942
3116950	4.43	x	h	n	f	x	c	n	5.36	5.5	_NA_	s	n	_NA_	_NA_	t	Other	_NA_	d	a	1.6919391339458438	1.8500283773520307	1.8718021769015916	3.4170707308184456	4.854717729238611	2.798095662739709	0.7929618724853749	0.7061223394230788
3116951	2.92	x	d	n	f	p	_NA_	Other	4.83	10.27	_NA_	_NA_	y	_NA_	_NA_	f	f	_NA_	d	a	1.366091653802371	1.763017000362401	2.422144328051685	3.92403260067884	5.994232243524864	2.0407811285801194	0.9761092270850652	1.1398482761563973
3116952	2.59	Other	_NA_	Other	f	Other	Other	Other	2.73	12.71	_NA_	Other	Other	_NA_	_NA_	f	f	_NA_	d	a	1.2781522025001877	1.316408233655724	2.618125493574223	3.575103068604152	5.850398208492908	1.8355417848526192	0.7198154276421067	1.7326599353997616
3116953	4.13	x	t	o	f	a	c	n	5.36	6.59	_NA_	y	Other	_NA_	_NA_	t	Other	_NA_	d	w	1.635105659182678	1.8500283773520307	2.0268315914075385	3.5924346308451063	5.213961130052649	2.66698219946732	0.8319612056488952	0.8017673032948089
3116954	11.91	f	Other	Other	f	_NA_	c	Other	5.32	20.2	_NA_	_NA_	w	_NA_	_NA_	t	f	_NA_	d	a	2.558002204858551	1.843719208158766	3.0540011816779664	4.68641832068861	7.441860402402487	4.72212832347767	0.3692736671726295	1.567989155123036


CREATE TABLE testing_set (
  "id" BIGINT,
  "cap_diameter" DOUBLE,
  "cap_shape" VARCHAR,
  "cap_surface" VARCHAR,
  "cap_color" VARCHAR,
  "does_bruise_or_bleed" VARCHAR,
  "gill_attachment" VARCHAR,
  "gill_spacing" VARCHAR,
  "gill_color" VARCHAR,
  "stem_height" DOUBLE,
  "stem_width" DOUBLE,
  "stem_root" VARCHAR,
  "stem_surface" VARCHAR,
  "stem_color" VARCHAR,
  "veil_type" VARCHAR,
  "veil_color" VARCHAR,
  "has_ring" VARCHAR,
  "ring_type" VARCHAR,
  "spore_print_color" VARCHAR,
  "habitat" VARCHAR,
  "season" VARCHAR,
  "log_cap_diameter" DOUBLE,
  "log_stem_height" DOUBLE,
  "log_stem_width" DOUBLE,
  "stem_area" DOUBLE,
  "stem_volume" DOUBLE,
  "cap_area" DOUBLE,
  "stem_cap_ratio" DOUBLE,
  "stem_shape" DOUBLE
);