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clf_opt_drug1.csv
We can make this file beautiful and searchable if this error is corrected: It looks like row 2 should actually have 15 columns, instead of 16 in line 1.
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clf_opt_drug1.csv
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index,lr,weight_decay,epochs,threshold,device,verbose,early_stopping,early_stopping_thresold,criterion,hidden_layer_K,hidden_layer_L,reproducible,accuracy,f1-score
0,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.3333333333333333,
1,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
2,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
3,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5,0.4916666666666667,
4,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5625,0.5833333333333333,
5,1e-05,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7416666666666667,
6,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.375,0.35,
7,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
8,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
9,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5625,0.4916666666666667,
10,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
11,1e-05,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.6875,0.6583333333333333,
12,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.3916666666666666,
13,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
14,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.45,
15,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.625,0.41666666666666663,
16,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
17,1e-05,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7,
18,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
19,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.8166666666666667,
20,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
21,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
22,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7916666666666666,
23,1e-05,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.8125,0.7833333333333333,
24,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
25,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.6875,0.6583333333333333,
26,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
27,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
28,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
29,1e-05,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
30,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
31,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.7499999999999999,
32,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.75,0.7083333333333333,
33,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
34,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7499999999999999,
35,1e-05,1e-05,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
36,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.42500000000000004,
37,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
38,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
39,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5,0.4916666666666667,
40,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5625,0.5833333333333333,
41,1e-05,0.0001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7416666666666667,
42,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.375,0.35,
43,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
44,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
45,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5625,0.4916666666666667,
46,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
47,1e-05,0.0001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.6875,0.6583333333333333,
48,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.3916666666666666,
49,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
50,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.45,
51,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.625,0.41666666666666663,
52,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
53,1e-05,0.0001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7,
54,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
55,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.8166666666666667,
56,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
57,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
58,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7916666666666666,
59,1e-05,0.0001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.8125,0.7833333333333333,
60,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
61,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.6875,0.6583333333333333,
62,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
63,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
64,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
65,1e-05,0.0001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
66,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
67,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.7499999999999999,
68,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.75,0.7083333333333333,
69,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
70,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7499999999999999,
71,1e-05,0.0001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
72,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.42500000000000004,
73,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
74,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
75,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5,0.4916666666666667,
76,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5625,0.5833333333333333,
77,1e-05,0.001,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7416666666666667,
78,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.375,0.35,
79,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
80,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.5833333333333333,
81,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.5625,0.4916666666666667,
82,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
83,1e-05,0.001,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.6875,0.6583333333333333,
84,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.4375,0.3916666666666666,
85,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.5,0.0,
86,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.5625,0.45,
87,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.625,0.41666666666666663,
88,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.5,0.5166666666666666,
89,1e-05,0.001,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.75,0.7,
90,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
91,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.8166666666666667,
92,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
93,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
94,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7916666666666666,
95,1e-05,0.001,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.8125,0.7833333333333333,
96,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
97,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.6875,0.6583333333333333,
98,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
99,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
100,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
101,1e-05,0.001,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
102,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.6875,0.6666666666666666,
103,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.7499999999999999,
104,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.75,0.7083333333333333,
105,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
106,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7499999999999999,
107,1e-05,0.001,500,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
108,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.875,0.8333333333333333,
109,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.875,0.875,
110,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
111,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
112,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.8125,0.7916666666666666,
113,0.0001,1e-05,100,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
114,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.875,0.8333333333333333,
115,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.7916666666666666,
116,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.6875,0.6583333333333333,
117,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
118,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
119,0.0001,1e-05,100,0.5,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
120,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.875,0.8333333333333333,
121,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.8125,0.7499999999999999,
122,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.8125,0.7499999999999999,
123,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.8125,0.7833333333333333,
124,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
125,0.0001,1e-05,100,0.6,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.875,0.8333333333333333,
126,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.9375,0.9166666666666666,
127,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),16,2,True,0.875,0.8333333333333333,
128,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,1,True,0.75,0.7,
129,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),32,2,True,0.875,0.8333333333333333,
130,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,1,True,0.875,0.8333333333333333,
131,0.0001,1e-05,500,0.4,cpu,False,False,None,BCEWithLogitsLoss(),64,2,True,0.8125,0.7833333333333333,
132,0.0001,1e-05,500,0.5,cpu,False,False,None,BCEWithLogitsLoss(),16,1,True,0.9375,0.9166666666666666,
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