Path: blob/master/ML Classification using Python/hiredata.csv
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YearsExperience,EducationLevel,SkillsScore,CertificationCount,Hired 6,High School,88,0,0 3,High School,50,3,0 12,PhD,78,2,1 14,Post-Graduate,63,3,1 10,High School,99,3,1 7,Post-Graduate,85,7,1 12,Diploma,58,1,0 4,Graduate,43,0,0 6,High School,65,4,1 9,PhD,77,5,1 2,Diploma,81,5,0 6,Post-Graduate,71,0,0 10,Diploma,78,7,1 10,High School,84,6,1 7,Post-Graduate,85,6,1 4,Graduate,75,6,1 3,Diploma,79,7,0 7,High School,76,4,1 7,PhD,72,5,1 2,Post-Graduate,75,0,0 5,Diploma,42,7,0 4,Diploma,48,5,0 1,Graduate,47,3,0 7,Graduate,72,2,0 11,PhD,98,2,1 13,PhD,45,7,0 5,High School,80,5,1 1,High School,78,1,0 11,PhD,43,4,0 4,PhD,52,6,1 0,Post-Graduate,88,4,0 11,Graduate,99,4,1 9,High School,41,7,0 5,Graduate,99,3,1 12,Graduate,44,4,1 11,PhD,83,2,1 8,Post-Graduate,66,3,0 0,Diploma,71,0,0 10,Post-Graduate,60,4,0 10,Post-Graduate,47,4,0 14,Graduate,77,0,0 9,Post-Graduate,47,4,1 11,High School,89,0,0 11,Graduate,42,3,0 14,High School,93,2,1 13,Diploma,83,0,0 13,Graduate,97,1,1 14,Diploma,42,7,0 13,Graduate,61,7,1 2,PhD,45,0,0 11,Post-Graduate,41,7,0 6,PhD,62,4,1 3,Diploma,83,6,0 8,Post-Graduate,41,6,0 2,Graduate,77,7,0 4,Post-Graduate,56,3,0 2,High School,74,5,0 6,Post-Graduate,73,3,1 4,High School,62,5,1 8,Post-Graduate,69,6,1 6,High School,91,6,1 1,Diploma,47,0,0 3,PhD,61,2,0 8,Graduate,83,1,1 11,Post-Graduate,97,3,1 13,PhD,75,4,1 1,Graduate,44,5,1 9,Graduate,52,7,0 8,High School,68,4,1 9,Diploma,70,2,1 4,Diploma,86,5,1 1,PhD,96,3,0 3,Diploma,94,0,0 11,Post-Graduate,55,4,0 14,Diploma,81,2,1 11,PhD,69,3,1 6,Diploma,96,6,1 11,Post-Graduate,94,6,1 12,High School,55,3,0 7,PhD,51,3,0 14,High School,56,3,0 2,High School,55,5,0 13,High School,51,3,0 0,Graduate,47,4,0 3,Graduate,59,2,0 1,High School,42,5,0 7,PhD,55,3,0 3,Post-Graduate,69,1,0 1,Post-Graduate,84,7,0 13,Diploma,62,1,1 5,PhD,67,2,1 5,Graduate,90,6,1 9,High School,79,0,0 3,Diploma,93,0,0 5,Post-Graduate,44,7,0 12,Graduate,59,6,0 14,Graduate,79,5,1 1,High School,95,5,0 9,Post-Graduate,83,5,1 11,PhD,40,0,0 1,Graduate,96,1,0 9,High School,69,0,1 13,PhD,60,4,0 3,Post-Graduate,59,3,0 13,Graduate,45,5,0 14,PhD,61,1,1 14,PhD,57,2,1 7,PhD,47,7,0 13,Graduate,78,2,1 6,Graduate,71,3,1 11,Diploma,72,1,1 8,Post-Graduate,92,0,0 13,High School,55,0,0 7,PhD,51,4,0 4,Diploma,77,4,1 12,High School,91,0,0 1,Diploma,73,2,0 14,Graduate,53,7,0 4,PhD,75,5,1 7,High School,72,2,1 9,High School,62,7,1 8,High School,89,4,1 11,High School,84,3,1 11,High School,41,7,0 11,Diploma,80,0,0 12,PhD,60,4,0 8,Graduate,41,4,0 12,Graduate,66,5,1 14,Graduate,96,0,0 12,Graduate,48,5,0 0,Diploma,40,0,0 8,Post-Graduate,50,5,0 6,PhD,42,7,0 8,High School,91,2,1 7,Post-Graduate,62,3,1 0,Graduate,65,3,0 11,Post-Graduate,43,0,0 7,PhD,57,1,0 7,High School,94,6,1 14,High School,45,4,0 10,PhD,74,4,1 2,PhD,61,0,0 0,Graduate,82,7,0 7,High School,54,5,0 2,Post-Graduate,61,1,0 2,Diploma,99,2,0 0,Diploma,76,5,0 10,PhD,91,5,1 4,Graduate,81,0,0 9,Diploma,51,0,0 6,High School,86,7,1 9,PhD,88,4,1 8,Post-Graduate,81,0,0 11,PhD,77,0,0 6,Post-Graduate,57,0,0 8,PhD,84,7,1 7,PhD,74,4,1 11,PhD,69,2,0 1,Post-Graduate,63,2,1 0,Post-Graduate,81,6,1 6,PhD,69,6,1 6,Diploma,53,0,0 13,Graduate,45,6,0 7,Graduate,42,4,0 4,Graduate,55,7,0 2,Post-Graduate,46,2,0 11,Post-Graduate,91,5,1 7,Diploma,53,2,0 5,Graduate,48,2,0 10,Graduate,54,4,0 2,PhD,60,6,0 0,Post-Graduate,74,5,0 2,Graduate,41,4,0 4,Diploma,66,0,1 14,Diploma,41,7,0 13,Graduate,74,3,1 2,Post-Graduate,57,2,0 0,Diploma,53,3,0 4,PhD,59,7,0 9,Diploma,57,7,0 6,High School,49,4,0 14,High School,64,4,1 13,Post-Graduate,41,4,0 6,Graduate,64,3,1 10,Post-Graduate,93,4,1 8,Post-Graduate,72,7,1 14,Post-Graduate,75,0,0 14,Post-Graduate,70,4,1 9,PhD,53,1,0 9,PhD,40,6,0 11,Diploma,85,3,1 12,High School,55,1,0 2,Post-Graduate,93,4,0 14,Diploma,85,7,1 6,High School,91,0,0 0,Graduate,42,2,0 3,PhD,74,5,0 12,High School,80,6,1 3,Graduate,45,5,0 13,High School,64,4,1 4,PhD,52,6,0 6,PhD,92,6,1 6,Diploma,73,0,0 12,Post-Graduate,47,6,0 14,High School,60,3,0 10,High School,73,1,1 12,Graduate,43,1,0 3,PhD,64,1,0 12,High School,54,3,0 6,PhD,43,5,0 10,High School,84,0,0 2,Diploma,99,6,0 5,Post-Graduate,51,3,0 11,High School,71,1,1 1,PhD,71,4,0 9,Diploma,67,2,1 12,High School,52,6,0 13,Graduate,70,3,1 8,Post-Graduate,53,7,0 4,High School,59,3,0 5,Diploma,57,0,0 11,Graduate,68,0,0 11,Diploma,99,3,1 11,Diploma,45,1,0 11,Graduate,71,2,0 3,Diploma,68,6,1 13,Graduate,82,0,0 13,High School,41,6,1 10,Graduate,99,1,1 9,Graduate,62,6,1 6,Post-Graduate,58,4,0 11,Graduate,70,0,0 8,Graduate,90,1,1 6,High School,44,1,0 13,Post-Graduate,58,2,0 0,PhD,73,2,0 0,High School,49,4,0 8,High School,64,1,1 10,PhD,41,5,0 13,Graduate,50,1,0 8,Diploma,89,2,1 3,Post-Graduate,70,5,0 12,Diploma,95,0,0 8,PhD,54,0,1 2,High School,48,6,0 6,High School,62,3,1 5,Post-Graduate,58,2,0 7,High School,48,3,0 10,High School,74,5,0 8,Post-Graduate,60,2,0 13,Post-Graduate,48,4,0 4,PhD,67,1,1 0,High School,85,4,0 2,High School,90,5,0 9,PhD,46,2,0 11,Graduate,55,7,0 7,Graduate,55,5,0 14,Graduate,99,7,1 10,PhD,72,1,1 5,High School,43,0,0 7,PhD,43,0,0 8,PhD,78,5,1 3,Graduate,79,3,0 0,Diploma,56,2,0 13,High School,76,2,1 0,Graduate,78,0,0 9,Diploma,99,6,1 3,Diploma,91,4,0 11,Post-Graduate,68,6,1 13,High School,91,1,1 6,Diploma,75,4,1 1,Graduate,99,4,0 2,Post-Graduate,77,5,0 0,High School,78,0,0 4,PhD,89,6,1 0,Graduate,76,6,0 7,Diploma,91,0,0 0,Diploma,74,6,0 10,Graduate,46,7,0 0,Diploma,66,0,0 1,Post-Graduate,67,5,0 1,High School,61,3,0 11,Post-Graduate,53,4,0 5,Diploma,46,5,0 6,PhD,76,2,1 4,High School,61,1,1 0,High School,44,3,0 0,Graduate,94,2,0 2,Graduate,41,4,0 13,PhD,66,6,1 1,High School,60,0,0 4,PhD,93,4,1 11,Graduate,77,5,1 9,Graduate,54,1,0 5,High School,60,5,0 6,Post-Graduate,49,3,0 3,Diploma,62,3,1 6,Graduate,97,1,1 10,Graduate,95,7,1 7,Post-Graduate,78,2,1 10,Post-Graduate,44,2,0 0,PhD,40,3,0 14,PhD,52,3,0 5,Diploma,60,6,0 7,Diploma,65,0,0 4,High School,89,6,1 3,PhD,84,6,0 1,Graduate,60,7,0 5,PhD,92,2,1 5,Graduate,57,7,0 10,Post-Graduate,76,7,1 14,PhD,84,1,1 0,Post-Graduate,71,2,0 8,Diploma,75,0,0 11,Diploma,56,5,0 10,High School,74,3,1 5,PhD,88,3,1 12,Post-Graduate,99,0,0 2,Graduate,50,7,0 3,Diploma,60,6,1 11,Diploma,91,1,1 10,Graduate,94,7,1 3,Post-Graduate,92,3,0 2,Post-Graduate,65,4,0 9,PhD,43,6,0 2,PhD,73,3,0 14,High School,91,4,1 2,Diploma,87,7,0 3,PhD,99,0,0 6,Post-Graduate,57,0,0 3,Graduate,79,6,0 8,Post-Graduate,74,3,1 0,Diploma,80,2,0 7,Post-Graduate,68,4,0 6,High School,91,1,1 1,Diploma,68,3,0 7,Graduate,77,1,1 0,High School,81,3,0 10,Diploma,60,2,0 11,Graduate,81,2,1 8,High School,52,6,0 8,High School,88,6,1 1,Diploma,80,2,0 6,PhD,56,5,0 14,High School,95,2,1 13,High School,48,0,0 9,Graduate,80,0,0 2,Post-Graduate,40,5,0 6,Diploma,41,7,0 11,Diploma,99,4,1 9,PhD,87,7,1 8,PhD,68,1,1 3,Diploma,72,7,0 11,PhD,49,3,0 0,Graduate,89,7,0 1,Diploma,97,3,0 0,PhD,99,5,0 13,Diploma,79,0,0 11,Post-Graduate,60,6,0 4,High School,67,3,1 4,Diploma,50,0,0 10,High School,94,4,1 6,PhD,73,1,1 8,High School,47,4,0 8,Diploma,98,5,1 2,Post-Graduate,61,7,0 2,PhD,47,7,0 2,Diploma,88,2,0 3,PhD,54,2,0 7,Graduate,56,2,0 5,High School,99,4,1 7,Graduate,62,3,1 0,Diploma,63,1,1 7,Post-Graduate,84,2,1 3,PhD,58,5,0 10,High School,44,5,0 0,PhD,71,2,0 7,Diploma,83,7,1 3,PhD,40,2,0 5,High School,62,1,1 7,Diploma,76,2,1 3,PhD,47,1,0 13,Post-Graduate,52,5,0 2,Diploma,47,2,0 13,Diploma,96,4,1 8,Post-Graduate,62,6,1 2,Graduate,82,4,0 8,High School,40,5,0 12,Graduate,84,1,1 1,PhD,90,4,0 13,Post-Graduate,63,1,1 1,Graduate,74,4,0 1,Diploma,63,4,1 5,PhD,56,1,1 2,PhD,44,3,0 12,Graduate,59,4,0 8,Graduate,60,2,0 3,Post-Graduate,79,6,0 0,High School,97,5,0 3,Graduate,70,3,0 0,Graduate,85,1,0 13,Diploma,75,3,1 4,PhD,50,0,0 3,High School,91,0,0 7,Diploma,54,4,0 7,Post-Graduate,58,4,0 6,Post-Graduate,46,2,0 2,Graduate,90,6,1 0,Graduate,67,5,0 0,Post-Graduate,90,3,0 11,Graduate,82,0,0 10,High School,97,4,1 2,Graduate,44,7,0 5,PhD,44,7,0 6,Graduate,69,5,1 5,Diploma,93,3,1 13,High School,71,4,1 13,Diploma,47,4,0 5,Diploma,49,0,0 5,PhD,77,0,0 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9,PhD,89,2,1 14,Diploma,70,7,1 13,Post-Graduate,54,0,0 12,Diploma,90,2,0 5,PhD,62,1,1 9,High School,63,0,0 9,High School,83,2,1 5,PhD,52,4,0 0,High School,61,5,0 3,High School,82,2,0 9,High School,76,1,1 5,Post-Graduate,72,3,1 14,Post-Graduate,95,2,1 5,Graduate,42,6,0 10,Diploma,93,6,1 11,PhD,58,6,0 4,PhD,62,3,1 0,PhD,68,6,0 7,Graduate,69,4,1 4,Post-Graduate,78,2,1 11,Graduate,83,7,1 11,PhD,86,6,1 11,Diploma,64,0,0 4,High School,76,7,1 6,Post-Graduate,86,3,1 3,Post-Graduate,47,4,0 5,Graduate,81,0,0 12,Post-Graduate,97,0,0 3,PhD,55,0,0 13,PhD,47,0,0 14,Graduate,40,7,0 2,PhD,83,7,0 6,Diploma,44,2,0 7,Graduate,42,6,0 3,Diploma,40,5,0 12,High School,43,2,0 1,Diploma,79,2,0 11,High School,74,4,1 9,High School,71,4,1 13,Diploma,81,6,1 2,Graduate,73,5,0 0,PhD,82,4,0 7,PhD,64,6,1 14,High School,49,6,0 2,High School,60,7,0 11,Graduate,85,1,1 9,Post-Graduate,78,7,1 6,Diploma,66,5,1 9,High School,66,4,1 4,PhD,41,5,0 9,Graduate,80,2,1 4,Diploma,87,2,1 13,Graduate,52,5,0 6,Diploma,48,1,0 14,Diploma,91,1,1 8,High School,75,7,1 11,Graduate,61,5,1 4,Graduate,81,4,1 0,PhD,65,7,0 9,PhD,97,3,1 9,High School,93,1,1 0,High School,51,0,0 14,Post-Graduate,56,7,0 1,PhD,53,2,0 13,Diploma,53,7,0 5,Graduate,96,5,1 8,High School,73,0,0 7,Graduate,92,5,1 12,Graduate,96,6,1 4,Post-Graduate,59,2,0 0,PhD,50,2,0 12,High School,55,1,0 6,Graduate,90,7,1 14,High School,70,1,1 4,Diploma,94,0,0 5,Post-Graduate,45,7,0 12,Diploma,95,6,1 6,High School,58,5,0 2,High School,76,6,0 11,PhD,97,2,1 9,Graduate,43,0,0 2,Graduate,86,3,1 4,Diploma,43,0,0 5,Post-Graduate,59,4,0 8,Graduate,49,0,0 12,PhD,63,6,1 13,Diploma,93,4,1 11,Diploma,74,4,1 4,PhD,65,7,1 14,Post-Graduate,76,7,1 0,PhD,77,4,0 13,Post-Graduate,60,3,0 13,PhD,93,7,1 13,PhD,79,0,0 3,High School,78,6,0 4,Diploma,60,0,0 11,PhD,49,3,0 9,PhD,77,2,0 9,Graduate,85,1,1 4,Diploma,43,6,0 6,Graduate,99,7,1 3,Diploma,96,6,0 0,Graduate,84,0,0 13,PhD,59,1,0 13,PhD,56,5,0 4,High School,94,5,1 6,Graduate,46,7,0 9,Post-Graduate,43,3,1 9,High School,68,5,1 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