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Table A.1

Performance of the neural network.

Quarter Subquarter Accuracy Recall Precision FPR AUC MAE
1 0 0.8945 0.7910 0.9975 0.0020 0.9888 2.3404
2 0 0.8665 0.7347 0.9977 0.0017 0.9907 2.2237
2 1 0.8616 0.7245 0.9982 0.0013 0.9900 2.0792
2 2 0.8743 0.7498 0.9984 0.0012 0.9893 2.0455
3 0 0.9108 0.8240 0.9972 0.0023 0.9896 2.0329
3 1 0.9068 0.8162 0.9969 0.0025 0.9905 2.1186
3 2 0.8903 0.7835 0.9964 0.0028 0.9895 2.1638
4 0 0.8862 0.7745 0.9972 0.0022 0.9909 2.3073
4 1 0.9017 0.8065 0.9961 0.0032 0.9924 2.4661
4 2 0.8854 0.7728 0.9974 0.0020 0.9920 1.9370
5 0 0.8994 0.8013 0.9969 0.0025 0.9919 1.9726
5 1 0.8898 0.7818 0.9972 0.0022 0.9916 2.1857
5 2 0.8951 0.7923 0.9973 0.0022 0.9919 2.5873
6 0 0.8979 0.7972 0.9983 0.0013 0.9906 2.2020
6 1 0.8908 0.7833 0.9979 0.0017 0.9911 1.9720
6 2 0.8860 0.7738 0.9976 0.0018 0.9910 2.4570
7 0 0.8792 0.7605 0.9972 0.0022 0.9899 2.1862
7 1 0.8752 0.7522 0.9978 0.0017 0.9909 1.7915
7 2 0.9128 0.8267 0.9986 0.0012 0.9935 2.1101
8 0 0.9004 0.8018 0.9988 0.0010 0.9911 2.0729
8 1 0.9027 0.8065 0.9986 0.0012 0.9926 2.1139
9 0 0.9068 0.8157 0.9976 0.0020 0.9930 2.1293
9 1 0.9017 0.8062 0.9965 0.0028 0.9916 2.3157
9 2 0.8983 0.7992 0.9969 0.0025 0.9918 2.3348
9 3 0.8798 0.7610 0.9980 0.0015 0.9916 2.2389
10 0 0.8755 0.7532 0.9971 0.0022 0.9896 2.7444
10 1 0.8758 0.7538 0.9971 0.0022 0.9889 2.0156
10 2 0.8829 0.7672 0.9983 0.0013 0.9890 2.7258
11 0 0.8830 0.7685 0.9968 0.0025 0.9908 2.0722
11 1 0.8941 0.7900 0.9977 0.0018 0.9913 1.9576
11 2 0.8907 0.7828 0.9981 0.0015 0.9921 2.4971
12 0 0.8876 0.7767 0.9981 0.0015 0.9921 2.3743
12 1 0.9028 0.8075 0.9977 0.0018 0.9930 2.3531
12 2 0.9038 0.8103 0.9967 0.0027 0.9913 2.4029
13 0 0.8981 0.8000 0.9952 0.0038 0.9913 2.8353
13 1 0.8431 0.6875 0.9981 0.0013 0.9872 2.4796
13 2 0.9037 0.8117 0.9947 0.0043 0.9915 2.5127
14 0 0.8654 0.7342 0.9955 0.0033 0.9877 2.4772
14 1 0.8801 0.7632 0.9961 0.0030 0.9897 2.4096
14 2 0.8788 0.7592 0.9978 0.0017 0.9915 3.1279
15 0 0.8363 0.6743 0.9973 0.0018 0.9869 2.5724
15 1 0.8378 0.6780 0.9966 0.0023 0.9826 3.3750
15 2 0.8490 0.7000 0.9972 0.0020 0.9862 3.1479
16 0 0.8238 0.6483 0.9987 0.0008 0.9870 2.4968
16 1 0.8665 0.7355 0.9966 0.0025 0.9868 2.1849
16 2 0.8445 0.6907 0.9976 0.0017 0.9858 2.4707
17 0 0.8744 0.7510 0.9971 0.0022 0.9899 2.3075

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