Hello, I would like to ask whether using the current visit’s medication information to separate old and new drugs might cause medication label leakage. I ran your code and obtained a result as high as 0.5763, with very similar performance on both the training and test sets. I was wondering if this might be due to label leakage. Thank you for your response.
56 0.5753 0.8215 0.6919 0.7777 0.7208 0.0855 21.76 0.1286 0.1827
training stopped.
Time used: 531.12
iteration 1 / 10
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(array([ 0.57534117, 0.82153665, 0.69187586, 0.77772858, 0.72078165,
0.08551674, 21.75593503, 0.18274593]), array([1.11022302e-16, 1.11022302e-16, 1.11022302e-16, 1.11022302e-16,
1.11022302e-16, 1.38777878e-17, 3.55271368e-15, 0.00000000e+00]))
Hello, I would like to ask whether using the current visit’s medication information to separate old and new drugs might cause medication label leakage. I ran your code and obtained a result as high as 0.5763, with very similar performance on both the training and test sets. I was wondering if this might be due to label leakage. Thank you for your response.
56 0.5753 0.8215 0.6919 0.7777 0.7208 0.0855 21.76 0.1286 0.1827
training stopped.
Time used: 531.12
iteration 1 / 10
iteration 2 / 10
iteration 3 / 10
iteration 4 / 10
iteration 5 / 10
iteration 6 / 10
iteration 7 / 10
iteration 8 / 10
iteration 9 / 10
iteration 10 / 10
(array([ 0.57534117, 0.82153665, 0.69187586, 0.77772858, 0.72078165,
0.08551674, 21.75593503, 0.18274593]), array([1.11022302e-16, 1.11022302e-16, 1.11022302e-16, 1.11022302e-16,
1.11022302e-16, 1.38777878e-17, 3.55271368e-15, 0.00000000e+00]))