Dataset: Star Type Classification / NASA

About this Dataset

Star Type Classification / NASA

Star Type Classification

For comparing all models of ML
It can be used for prediction

Temperature -- K
L -- L/Lo
R -- R/Ro
AM -- Mv
Color -- General Color of Spectrum
Spectral_Class -- O,B,A,F,G,K,M / SMASS - https://en.wikipedia.org/wiki/Asteroid_spectral_types
Type -- Red Dwarf, Brown Dwarf, White Dwarf, Main Sequence , Super Giants, Hyper Giants

TARGET:
Type

from 0 to 5

Red Dwarf - 0
Brown Dwarf - 1
White Dwarf - 2
Main Sequence - 3
Super Giants - 4
Hyper Giants - 5

MATH:

Lo = 3.828 x 10^26 Watts
(Avg Luminosity of Sun)
Ro = 6.9551 x 10^8 m
(Avg Radius of Sun)

Tables

Stars

@kaggle.brsdincer_star_type_classification.stars

11.04 KB
240 rows
7 columns


CREATE TABLE stars (
  "temperature" BIGINT,
  "l" DOUBLE,
  "r" DOUBLE,
  "a_m" DOUBLE,
  "color" VARCHAR,
  "spectral_class" VARCHAR,
  "type" BIGINT
);