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Unnamed: 0
int64
0
22k
Facility_Type
int64
0
3
Facility_Location
int64
0
5
Age
float64
19
90
Sex
int64
0
1
Race
int64
0
2
Hispanic_Ethnicity
int64
0
2
Insurance_Status
int64
0
5
CharlsonDeyo_Score
int64
0
3
Histology
int64
0
5
Laterality
int64
0
4
Diagnostic_Biopsy
int64
0
2
Grade
int64
0
1
Focality
int64
0
2
Tumor_Size
int64
0
6
Extent_of_Resection
int64
0
3
Radiotherapy
int64
0
2
OUTCOME
float64
0
1
18,816
0
1
80.041962
0
0
0
0
0
1
0
0
0
0
3
1
0
1
18,817
0
0
57.908469
0
0
0
0
0
1
4
0
1
0
0
0
0
1
18,818
1
2
76
0
0
0
1
0
1
0
0
0
0
4
0
0
1
18,819
0
0
87
1
0
0
1
0
0
4
0
0
0
6
2
0
1
18,820
1
1
65
1
0
0
1
0
0
4
0
1
0
1
1
0
1
18,821
0
0
82.732963
0
0
0
1
0
1
4
0
0
0
6
0
0
1
18,822
0
0
77.881207
1
0
0
1
0
2
0
0
0
0
2
1
0
1
18,823
2
0
81
0
0
0
1
0
0
0
0
0
0
2
1
0
1
18,824
1
0
72.169611
0
0
0
1
0
0
1
0
0
0
0
1
0
1
18,825
1
0
72.239377
0
0
0
5
0
1
0
0
0
0
2
2
1
1
18,826
0
0
52
0
1
0
3
0
0
0
0
0
0
6
0
0
1
18,827
0
0
63.643858
0
0
0
5
0
1
1
0
0
0
1
0
0
1
18,828
0
1
73
0
0
0
1
0
0
4
0
0
0
6
0
0
1
18,829
0
0
56
0
0
1
0
0
0
0
0
0
0
2
0
1
1
18,830
1
1
78.193954
1
0
0
1
1
0
4
0
0
0
1
3
0
1
18,831
1
1
67.099855
0
0
0
1
1
0
0
0
0
0
2
3
1
1
18,832
0
0
65.787422
0
0
0
1
2
1
1
0
0
0
1
0
1
1
18,833
0
1
70.076997
1
0
0
1
0
1
0
0
0
0
2
1
1
1
18,834
0
0
79.275889
0
0
0
1
0
0
4
0
0
2
6
2
0
1
18,835
1
1
77
1
0
0
1
2
0
1
0
0
0
1
0
0
1
18,836
0
0
74
1
0
0
1
1
0
0
0
0
0
1
0
0
1
18,837
2
0
67.313511
0
0
0
1
3
0
0
0
0
0
2
1
0
1
18,838
2
0
60.149162
0
0
0
0
0
1
1
0
0
0
1
2
0
1
18,839
0
0
74
0
0
0
1
0
0
1
0
0
0
6
0
0
1
18,840
0
2
80.203809
1
0
0
0
0
1
0
0
0
0
3
1
0
1
18,841
0
0
64
1
0
0
0
3
1
0
0
0
0
3
1
0
1
18,842
0
0
51
0
0
0
0
1
2
1
0
0
0
2
0
0
1
18,843
1
0
80
0
0
0
1
0
0
0
0
0
0
2
2
0
1