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Stellar Classification

Website

Visits our detailed websites Here to see feature engineering, EDAs, and models training.

Data

the Stellar Classification Dataset - SDSS17data was obtained from kaggle

the dataset has the following attributes

column description
1 obj_ID Object Identifier, the unique value that identifies the object in the image catalog used by the CAS
2 alpha Right Ascension angle (at J2000 epoch)
3 delta Declination angle (at J2000 epoch)
4 u Ultraviolet filter in the photometric system
5 g Green filter in the photometric system
6 r Red filter in the photometric system
7 i Near Infrared filter in the photometric system
8 z Infrared filter in the photometric system
9 run_ID Run Number used to identify the specific scan
10 rereun_ID Rerun Number to specify how the image was processed
11 cam_col Camera column to identify the scanline within the run
12 field_ID Field number to identify each field
13 spec_obj_ID Unique ID used for optical spectroscopic objects (this means that 2 different observations with the same spec_obj_ID must share the output class)
14 class object class (galaxy, star or quasar object)
15 redshift redshift value based on the increase in wavelength
16 plate plate ID, identifies each plate in SDSS

Team members

Ahmed Almohammed
Turki Alsaedi
Sultan Alkadhi
Salman Al-Harbi
Ammar Alfaifi
Lana almorabah