diff --git "a/m60_data_valid.csv" "b/m60_data_valid.csv"
deleted file mode 100644--- "a/m60_data_valid.csv"
+++ /dev/null
@@ -1,5501 +0,0 @@
-,Facility_Type,Facility_Location,Age,Sex,Race,Hispanic_Ethnicity,Primary_Payor,CharlsonDeyo_Score,Histology,Tumor_Localization,Laterality,Diagnostic_Biopsy,Grade,Ki67_Labeling_Index,Karnofsky_Performance_Scale,MGMT_Methylation,Focality,Tumor_Size,Chemotherapy,Immunotherapy,CoDeletion_1p19q,Resective_Surgery,Extent_of_Resection,Radiation_Treatment,OUTCOME
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-1916,4,9,33,0,0,0,4,0,1,0,1,0,0,0,5,2,0,0,0,0,1,1,3,2,1
-1917,4,9,36,1,0,0,4,0,1,4,4,0,0,8,5,2,1,11,1,0,2,1,2,1,1
-1918,2,0,45,1,1,0,2,0,2,4,4,1,0,5,5,2,0,1,0,0,0,0,0,2,1
-1919,1,4,73,1,0,0,3,0,2,2,0,0,1,8,5,2,2,2,0,0,2,0,0,1,1
-1920,0,0,54,1,0,0,0,0,1,0,1,0,0,0,5,2,0,11,1,0,2,0,0,0,0
-1921,0,0,51,1,0,0,0,0,0,0,0,0,1,8,5,2,2,1,0,0,2,1,3,1,1
-1922,1,5,66,0,0,0,4,0,0,0,0,1,1,8,5,2,2,1,1,0,2,0,0,1,1
-1923,1,8,63,1,0,0,3,0,0,0,1,1,1,8,5,2,0,11,1,0,2,0,0,1,1
-1924,4,9,37,1,0,0,0,0,1,1,1,0,1,0,5,2,0,3,1,0,0,1,1,1,0
-1925,1,3,53,1,0,0,0,1,2,4,4,0,0,0,5,2,0,2,0,0,2,0,0,2,1
-1926,0,0,58,0,0,0,0,0,1,0,1,0,0,0,5,0,2,11,0,0,2,1,1,2,1
-1927,3,4,55,1,0,2,0,0,0,8,0,1,1,8,5,2,2,2,1,0,2,0,0,2,1
-1928,2,1,65,0,0,0,1,0,1,4,4,0,0,8,5,2,0,1,0,0,2,1,2,1,1
-1929,0,1,44,0,0,0,0,1,0,1,1,1,1,0,5,2,0,3,1,0,2,1,2,1,0
-1930,1,2,49,0,0,0,0,0,0,1,0,1,1,0,5,1,0,2,1,0,1,0,0,1,1
-1931,4,9,27,1,0,0,0,0,0,1,1,0,0,0,5,2,0,3,0,0,2,1,1,2,1
-1932,0,3,40,0,0,0,0,1,0,0,0,0,0,0,0,0,0,11,1,0,2,1,1,1,0
-1933,2,0,60,1,0,0,0,0,0,0,0,1,1,0,5,1,0,11,1,0,2,0,0,1,0
-1934,2,5,40,1,0,0,2,2,1,0,1,0,0,8,5,2,0,2,1,0,1,1,1,0,0
-1935,1,1,41,0,0,0,0,1,0,1,1,1,1,8,5,2,0,11,1,0,2,0,0,1,0
-1936,2,0,49,1,0,0,5,0,0,8,0,1,0,8,5,2,0,11,0,0,2,0,0,1,1
-1937,0,6,77,1,0,0,1,0,0,8,0,0,1,0,5,2,0,0,0,0,2,0,0,2,1
-1938,4,9,32,1,0,1,0,0,0,2,0,1,1,0,5,0,0,11,1,0,2,0,0,1,0
-1939,4,9,25,1,8,0,4,0,1,0,0,0,0,8,5,2,2,1,0,0,1,1,1,0,0
-1940,1,3,64,1,0,0,0,0,0,1,0,0,1,8,5,2,1,0,1,0,2,1,2,1,0
-1941,4,9,36,1,0,0,0,1,1,0,1,0,0,8,5,2,0,11,0,0,2,1,2,2,0
-1942,2,7,43,1,0,0,0,2,0,0,1,1,0,8,5,2,0,2,0,0,2,1,1,2,0
-1943,4,9,25,0,0,0,0,0,0,0,1,0,0,8,5,2,0,11,0,0,2,1,1,2,0
-1944,4,9,20,1,0,0,0,0,2,4,4,0,1,8,5,2,2,11,1,0,2,1,2,1,0
-1945,4,9,31,1,0,1,2,0,2,1,0,0,0,8,5,2,0,11,0,0,2,1,1,2,0
-1946,4,9,34,0,0,0,0,0,1,1,1,0,0,0,5,2,0,11,1,0,0,1,2,1,0
-1947,4,9,27,1,0,0,0,0,0,0,1,0,1,0,5,2,0,11,1,0,2,0,0,1,1
-1948,1,7,80,0,0,0,1,1,0,0,1,1,1,8,5,2,0,1,0,0,2,0,0,2,1
-1949,4,9,19,1,0,0,0,0,1,1,1,0,0,0,4,2,0,11,0,0,1,1,2,2,0
-1950,0,3,58,0,0,0,1,0,0,8,1,1,0,7,3,1,0,11,1,0,2,0,0,0,0
-1951,4,9,27,0,8,0,2,0,0,7,4,1,0,0,5,0,0,11,0,0,0,0,0,1,0
-1952,0,1,46,0,0,0,0,0,1,0,0,1,0,0,5,2,0,11,1,0,1,0,0,2,0
-1953,1,1,43,1,0,0,0,0,0,0,1,0,1,8,5,2,0,2,1,0,2,1,2,1,0
-1954,2,1,67,1,0,0,1,0,0,0,1,1,1,8,5,0,0,11,0,0,2,0,0,2,1
-1955,2,1,49,1,0,0,0,0,1,8,4,1,0,5,5,2,1,11,0,0,2,0,0,2,0
-1956,0,1,63,0,0,0,0,0,0,0,0,0,1,7,5,2,0,11,1,0,0,0,0,1,1
-1957,0,3,59,1,0,0,0,0,0,1,0,1,1,8,5,2,0,11,1,0,2,1,2,1,1
-1958,0,2,86,1,0,0,1,0,0,0,0,1,1,8,5,2,0,1,1,0,2,0,0,1,1
-1959,0,1,57,1,1,0,0,0,0,4,4,0,0,8,5,2,0,11,0,0,2,1,2,1,1
-1960,2,0,67,1,0,0,0,0,0,8,0,1,1,8,2,2,0,11,0,0,2,0,0,1,1
-1961,1,3,45,0,0,0,0,2,1,0,0,0,0,8,5,2,0,2,0,0,1,1,2,2,0
-1962,4,9,29,1,0,0,0,0,2,1,1,0,0,0,5,2,0,3,0,0,0,1,2,2,0
-1963,1,0,49,0,0,0,0,0,0,0,0,0,1,5,5,2,0,3,1,0,2,1,2,1,0
-1964,0,1,54,0,0,0,0,0,0,4,4,0,1,8,5,2,0,3,1,0,0,1,2,1,1
-1965,4,9,32,1,0,0,0,1,0,1,1,1,1,8,5,0,2,11,1,0,2,0,0,1,1
-1966,4,9,22,0,0,0,0,0,0,1,0,0,1,0,5,2,0,2,1,0,2,1,1,1,0
-1967,0,4,40,1,0,0,0,1,1,0,0,0,0,8,5,2,2,11,0,0,2,1,3,0,0
-1968,0,6,45,0,1,0,0,0,0,0,1,0,0,8,5,2,2,11,0,0,2,1,1,2,0
-1969,2,4,54,1,0,0,0,0,1,4,4,0,1,2,5,2,0,11,1,0,1,1,2,1,0
-1970,0,2,60,0,0,0,0,0,0,0,0,0,0,0,4,2,0,11,1,0,2,1,2,1,0
-1971,1,3,44,1,8,0,0,1,0,6,4,0,1,0,5,0,0,11,1,0,2,1,1,1,1
-1972,0,7,77,1,0,0,1,3,0,4,4,0,0,0,5,0,0,11,0,0,2,1,2,2,1
-1973,0,3,42,1,0,0,0,2,0,1,0,1,1,8,5,2,0,4,1,0,2,0,0,0,1
-1974,4,9,39,1,0,0,0,0,1,2,1,0,0,0,5,2,0,2,0,0,1,1,2,2,0
-1975,1,8,64,1,0,0,2,1,2,1,1,0,0,8,5,2,0,11,0,0,0,1,2,1,1
-1976,1,2,64,1,0,0,0,0,2,0,1,0,1,8,4,2,0,1,1,0,2,0,0,1,1
-1977,0,7,46,0,0,0,0,1,2,0,0,0,1,0,5,2,0,2,1,0,1,0,0,2,0
-1978,4,9,39,0,1,0,2,0,1,0,1,1,0,0,5,2,0,11,0,0,1,0,0,2,0
-1979,1,6,56,0,0,0,0,0,0,0,0,1,1,8,5,2,0,1,1,0,2,0,0,1,1
-1980,4,9,33,1,0,0,0,3,0,0,0,1,1,8,5,2,0,3,1,0,2,1,2,1,1
-1981,4,9,31,1,0,0,0,0,2,1,0,1,0,8,4,2,0,1,1,0,2,0,0,1,0
-1982,1,1,62,1,0,0,0,0,0,4,4,1,1,7,5,2,0,11,1,0,2,0,0,0,0
-1983,0,0,64,1,1,0,1,0,0,4,4,1,0,8,5,2,2,11,0,0,0,0,0,2,1
-1984,4,9,32,1,0,0,0,0,0,1,0,0,1,8,5,2,0,1,1,0,2,1,2,1,1
-1985,1,7,61,1,1,0,0,2,0,0,0,0,1,8,5,2,0,3,1,0,2,0,0,1,0
-1986,4,9,34,1,0,0,0,0,2,0,0,1,1,8,5,2,0,2,1,0,2,1,2,1,0
-1987,0,0,65,1,0,0,1,1,0,2,0,1,1,0,5,1,0,2,0,0,2,0,0,1,1
-1988,1,3,41,0,0,0,0,0,1,0,0,1,0,0,5,2,0,1,0,0,1,1,1,0,0
-1989,4,9,35,1,0,0,0,1,2,8,4,0,0,0,5,2,0,11,0,0,2,1,1,0,0
-1990,4,9,28,0,0,0,2,0,0,0,0,0,0,8,5,2,0,11,1,0,2,1,2,1,0
-1991,0,5,69,0,0,0,1,0,0,4,4,1,1,8,5,2,2,0,1,0,2,0,0,1,1
-1992,2,8,41,1,0,0,0,0,0,1,1,0,1,8,5,2,0,3,1,0,2,1,2,1,0
-1993,0,2,60,1,2,0,0,1,2,0,1,1,1,8,5,2,0,1,0,0,0,1,2,2,1
-1994,0,0,69,1,0,0,0,0,0,4,4,1,0,8,5,2,2,11,1,0,2,0,0,2,1
-1995,0,7,68,0,0,0,0,0,0,2,1,1,1,8,5,0,0,11,1,0,2,0,0,1,1
-1996,1,2,61,1,0,0,4,0,1,0,0,0,0,8,5,2,0,1,0,0,0,1,1,0,0
-1997,0,1,50,1,0,0,0,0,2,2,1,0,0,8,4,2,0,11,0,0,1,0,0,1,0
-1998,1,0,77,1,0,0,1,0,1,0,1,0,0,0,5,2,0,1,0,0,1,1,3,1,1
-1999,0,2,69,1,0,0,0,3,0,0,1,0,0,0,5,0,0,11,1,0,0,1,2,2,0
-2000,4,9,30,1,0,1,0,3,2,4,4,0,1,8,5,2,0,1,0,0,2,1,3,2,0
-2001,1,2,85,0,0,0,1,1,0,1,1,0,1,8,5,2,2,1,0,0,2,1,1,2,1
-2002,4,9,32,1,0,0,0,0,0,0,0,0,1,0,5,0,0,3,1,0,2,1,2,1,1
-2003,0,5,40,0,5,0,2,1,0,4,4,0,0,8,5,2,0,2,4,0,2,1,2,2,1
-2004,0,3,41,1,0,0,2,1,0,2,0,1,1,0,5,2,2,11,2,0,0,0,0,1,1
-2005,1,0,60,1,0,0,0,1,0,1,0,0,1,0,5,0,0,0,1,0,2,0,0,1,1
-2006,4,9,25,0,0,0,0,0,0,0,0,1,1,8,5,2,0,1,1,0,2,1,1,1,0
-2007,4,9,39,0,0,0,0,1,0,1,0,0,1,8,5,2,2,3,1,0,2,1,2,1,0
-2008,0,3,53,1,0,0,4,0,2,0,0,0,0,8,5,2,0,2,0,0,2,1,3,0,0
-2009,4,9,28,1,0,0,0,0,0,8,4,0,0,8,5,2,0,1,1,0,2,1,2,1,1
-2010,0,2,61,0,0,0,0,0,0,1,1,0,1,8,5,1,0,11,1,0,2,1,3,1,1
-2011,0,3,56,1,0,0,0,0,0,8,1,1,1,5,4,0,1,8,1,0,0,1,2,1,1
-2012,4,9,35,0,0,0,0,0,2,8,4,0,0,8,5,2,0,11,0,0,2,1,2,2,0
-2013,2,7,72,1,0,0,1,2,0,2,1,1,0,8,2,2,0,11,0,0,2,0,0,1,1
-2014,2,1,70,1,0,0,1,1,0,8,4,1,1,8,5,2,2,1,1,0,2,0,0,1,1
-2015,0,2,53,1,0,0,0,0,1,0,1,0,0,8,5,0,2,11,1,0,1,1,1,2,0
-2016,0,2,44,1,2,0,0,1,0,1,1,0,0,8,5,2,0,11,1,0,2,1,2,1,1
-2017,0,1,70,0,8,0,1,2,2,4,4,0,1,1,5,2,0,4,2,0,2,1,2,1,1
-2018,2,0,44,0,0,0,5,0,1,1,0,0,0,8,5,2,0,11,0,0,0,1,1,2,0
-2019,4,9,29,1,0,0,4,0,1,0,1,0,0,8,5,2,0,2,0,0,2,1,1,2,0
-2020,4,9,24,1,0,0,0,0,0,0,1,0,1,8,5,2,2,2,1,0,2,0,0,1,0
-2021,4,9,32,0,0,1,0,0,0,0,1,0,1,0,5,2,0,11,0,0,0,1,2,2,1
-2022,0,2,40,0,0,0,0,1,0,1,0,0,1,1,5,1,0,11,1,0,0,1,1,1,0
-2023,0,3,56,1,0,0,0,0,1,2,0,1,0,0,4,2,0,1,0,0,1,1,1,0,0
-2024,0,1,42,1,0,0,0,2,0,0,0,0,1,0,5,2,0,3,4,0,0,1,2,2,1
-2025,1,1,45,1,0,0,0,0,1,2,0,0,0,8,5,2,0,3,0,0,2,0,0,2,0
-2026,4,9,23,0,0,1,2,0,1,8,4,0,0,8,5,2,0,11,1,0,2,1,2,1,0
-2027,1,2,44,0,8,2,1,3,0,8,4,1,0,0,5,2,2,11,1,0,2,0,0,1,0
-2028,1,3,59,1,0,0,0,2,0,1,0,1,1,8,5,2,0,1,1,0,2,1,2,1,1
-2029,2,4,89,1,0,0,1,1,0,1,0,0,1,8,5,2,0,11,4,0,2,1,1,2,1
-2030,2,6,71,1,0,2,1,2,0,1,4,1,0,8,5,2,0,11,0,0,2,0,0,1,1
-2031,4,9,32,1,2,0,0,0,0,0,1,0,1,8,4,0,0,2,0,0,2,1,1,1,0
-2032,4,9,32,1,0,1,4,0,0,0,0,0,1,0,5,2,0,11,3,0,2,0,0,1,0
-2033,4,9,33,0,0,0,0,0,2,0,1,0,0,8,5,2,0,4,4,0,2,1,3,2,0
-2034,4,9,34,1,0,0,0,0,0,0,1,0,0,8,5,2,0,11,0,0,2,1,1,0,0
-2035,2,6,48,0,0,0,0,0,0,1,0,1,1,8,5,2,0,5,1,0,2,1,3,1,1
-2036,0,1,64,0,0,0,0,0,1,0,1,1,1,0,5,2,0,11,1,0,2,1,2,2,0
-2037,0,6,61,0,0,0,0,0,0,0,1,0,1,8,5,2,0,1,1,0,2,1,2,1,1
-2038,4,9,38,0,0,0,0,0,0,8,1,0,1,0,5,2,0,2,2,1,2,1,3,1,1
-2039,1,4,63,1,0,0,3,0,0,7,4,0,0,8,5,2,2,11,0,0,2,1,2,2,1
-2040,4,9,21,0,0,0,0,0,2,2,0,1,0,0,5,2,0,3,0,0,2,1,1,2,0
-2041,2,6,53,1,0,0,0,1,1,1,1,0,0,0,5,2,0,2,0,0,1,1,2,1,0
-2042,0,4,46,1,0,0,4,1,0,8,4,1,1,8,5,2,0,2,4,0,2,0,0,1,0
-2043,4,9,21,1,0,0,0,0,2,1,0,0,0,0,5,2,0,1,0,0,2,1,3,2,0
-2044,1,8,41,1,0,0,0,0,2,0,0,0,0,8,5,2,0,1,0,0,2,1,1,0,0
-2045,4,9,19,1,0,0,0,0,0,8,0,0,1,8,5,2,0,0,0,0,2,1,2,1,1
-2046,0,1,75,1,0,0,1,0,0,1,1,0,1,8,5,0,0,11,0,0,2,0,0,1,1
-2047,4,9,34,0,0,0,2,0,0,0,0,1,1,8,5,0,0,11,1,0,0,1,2,1,0
-2048,4,9,30,1,1,0,2,0,1,1,1,0,1,0,5,2,0,11,0,0,2,1,1,1,1
-2049,0,2,77,1,8,2,1,0,0,1,0,0,1,8,5,0,0,11,1,0,2,1,2,1,0
-2050,0,3,41,0,0,0,0,0,1,1,0,0,0,8,5,2,1,11,0,0,2,1,1,0,0
-2051,4,9,32,0,0,0,0,0,0,0,0,1,0,8,4,2,0,3,1,0,2,0,0,1,0
-2052,4,9,23,1,0,0,2,0,0,0,1,0,0,0,5,2,0,1,0,0,0,1,1,0,0
-2053,1,3,53,0,0,0,1,0,0,1,1,1,1,8,5,2,0,3,0,0,2,0,0,2,1
-2054,0,5,72,1,0,0,1,0,0,2,1,1,1,8,5,2,2,11,0,0,2,0,0,1,1
-2055,0,2,55,0,8,0,2,0,0,8,4,0,1,0,5,2,0,11,0,0,0,1,3,0,0
-2056,4,9,37,1,0,0,3,0,0,0,0,0,1,0,5,2,0,11,1,0,0,1,2,1,0
-2057,4,9,37,1,0,0,0,2,1,1,0,0,1,0,4,2,0,2,2,0,2,1,2,1,1
-2058,4,9,34,1,0,0,0,2,0,8,1,0,1,8,5,2,2,2,0,0,2,1,1,1,0
-2059,0,1,52,0,0,0,2,0,2,1,0,0,0,0,5,2,0,1,0,0,2,1,1,2,0
-2060,0,2,47,1,0,0,0,0,0,0,0,1,0,0,5,2,0,11,0,0,0,1,3,1,0
-2061,4,9,27,0,0,0,0,0,0,8,1,0,0,5,5,2,0,4,0,0,2,1,3,2,0
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\ No newline at end of file