Dataset: Prediction Of Poisonous Mushrooms Cleaned

About this Dataset

Prediction Of Poisonous Mushrooms Cleaned

Cleaned Dataset from the Playground Series - Season 4, Episode 8.

The goal of this competition is to predict whether a mushroom is edible or poisonous based on its physical characteristics.

Tables

Submission

@kaggle.blade007_prediction_of_poisonous_mushrooms_cleaned.submission

8.54 MB
2077964 rows
2 columns


CREATE TABLE submission (
  "id" BIGINT,
  "class" VARCHAR
);

Testing Set

@kaggle.blade007_prediction_of_poisonous_mushrooms_cleaned.testing_set

113.36 MB
2077964 rows
29 columns


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
);

Training Set

@kaggle.blade007_prediction_of_poisonous_mushrooms_cleaned.training_set

168.33 MB
3116945 rows
30 columns


CREATE TABLE training_set (
  "id" BIGINT,
  "class" 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
);