add mimic and lstm results

results/electricity_LSTM/tsr_augmented_occlusion.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
+mae,0.05,18.707877,10.101794
+mae,0.075,19.817339,8.605747
+mae,0.1,20.153133,7.673411
+mae,0.15,20.341118,5.719985
+mse,0.05,24.088913,7.529879
+mse,0.075,26.454999,5.796641
+mse,0.1,27.024007,4.859002
+mse,0.15,27.239746,2.988656

results/electricity_LSTM/tsr_feature_permutation.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
+mae,0.05,18.406184,10.286331
+mae,0.075,19.557295,8.680472
+mae,0.1,19.922379,7.520597
+mae,0.15,20.130066,5.786157
+mse,0.05,23.625089,7.699105
+mse,0.075,25.923183,5.82673
+mse,0.1,26.590423,4.628351
+mse,0.15,26.654385,3.010067

results/electricity_LSTM/tsr_occlusion.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
+mae,0.05,18.791508,10.425708
+mae,0.075,19.760359,8.897088
+mae,0.1,20.125388,7.810382
+mae,0.15,20.41216,5.897287
+mse,0.05,24.334749,8.013245
+mse,0.075,26.325103,6.182065
+mse,0.1,27.060288,5.096581
+mse,0.15,27.618456,3.190372

results/mimic_iii_Autoformer/augmented_occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.878151,0.911024
+accuracy,0.075,0.883954,0.920139
+accuracy,0.1,0.885529,0.91702
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+cross_entropy,0.075,0.330697,0.282217
+cross_entropy,0.1,0.323202,0.281849
+cross_entropy,0.15,0.310068,0.27988

results/mimic_iii_Autoformer/feature_ablation.csv

@@ -1,21 +1,13 @@
-metric,area,value
-accuracy,0.05,1.0
-accuracy,0.075,1.0
-accuracy,0.1,1.0
-accuracy,0.15,1.0
-comprehensiveness,0.05,0.0
-comprehensiveness,0.075,0.0
-comprehensiveness,0.1,0.0
-comprehensiveness,0.15,0.0
-cross_entropy,0.05,0.0
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-cross_entropy,0.1,0.0
-cross_entropy,0.15,0.0
-log_odds,0.05,0.0
-log_odds,0.075,0.0
-log_odds,0.1,0.0
-log_odds,0.15,0.0
-sufficiency,0.05,0.0
-sufficiency,0.075,0.0
-sufficiency,0.1,0.0
-sufficiency,0.15,0.0
+metric,area,comp,suff
+accuracy,0.05,0.70769,0.902617
+accuracy,0.075,0.695538,0.886124
+accuracy,0.1,0.687805,0.879099
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+cross_entropy,0.1,0.723018,0.295185
+cross_entropy,0.15,0.704904,0.317666

results/mimic_iii_Autoformer/feature_permutation.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
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+cross_entropy,0.15,0.175713,0.311721

results/mimic_iii_Autoformer/occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.709941,0.908774
+accuracy,0.075,0.69692,0.895319
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+cross_entropy,0.1,0.715503,0.286146
+cross_entropy,0.15,0.67887,0.307308

results/mimic_iii_Autoformer/tsr_augmented_occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
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+cross_entropy,0.1,0.538812,0.229636
+cross_entropy,0.15,0.614191,0.215113

results/mimic_iii_Autoformer/tsr_feature_ablation.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.842126,0.940458
+accuracy,0.075,0.785028,0.944798
+accuracy,0.1,0.7432,0.94393
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+cross_entropy,0.1,0.542202,0.225727
+cross_entropy,0.15,0.613091,0.21745

results/mimic_iii_Autoformer/tsr_feature_permutation.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.827916,0.94401
+accuracy,0.075,0.779032,0.945312
+accuracy,0.1,0.7509,0.947049
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+cross_entropy,0.1,0.542714,0.223503
+cross_entropy,0.15,0.611808,0.212605

results/mimic_iii_Autoformer/tsr_occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.850373,0.946181
+accuracy,0.075,0.796039,0.949653
+accuracy,0.1,0.750225,0.948351
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+cross_entropy,0.075,0.473523,0.225875
+cross_entropy,0.1,0.536008,0.220871
+cross_entropy,0.15,0.595764,0.213055

results/mimic_iii_LSTM/tsr_augmented_occlusion.csv

@@ -1,13 +1,13 @@
 metric,area,comp,suff
-accuracy,0.05,0.963362,0.960668
-accuracy,0.075,0.958513,0.961746
-accuracy,0.1,0.956358,0.962823
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-auc,0.15,0.607157,0.799775
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-cross_entropy,0.075,0.136858,0.132945
-cross_entropy,0.1,0.148256,0.128922
-cross_entropy,0.15,0.167557,0.122832
+accuracy,0.05,0.931697,0.946534
+accuracy,0.075,0.926489,0.952611
+accuracy,0.1,0.922936,0.955649
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+cross_entropy,0.1,0.262828,0.128436
+cross_entropy,0.15,0.285316,0.111588

results/mimic_iii_LSTM/tsr_feature_ablation.csv

@@ -1,13 +1,13 @@
 metric,area,comp,suff
-accuracy,0.05,0.962267,0.959034
-accuracy,0.075,0.957418,0.962806
-accuracy,0.1,0.954724,0.963883
-accuracy,0.15,0.954168,0.968194
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-auc,0.075,0.715112,0.786976
-auc,0.1,0.67269,0.798627
-auc,0.15,0.602898,0.80849
-cross_entropy,0.05,0.121756,0.141217
-cross_entropy,0.075,0.14033,0.131804
-cross_entropy,0.1,0.153299,0.128932
-cross_entropy,0.15,0.171101,0.124219
+accuracy,0.05,0.938561,0.945666
+accuracy,0.075,0.932051,0.949138
+accuracy,0.1,0.932051,0.949138
+accuracy,0.15,0.928932,0.961291
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+cross_entropy,0.1,0.263568,0.125068
+cross_entropy,0.15,0.281855,0.110766

results/mimic_iii_LSTM/tsr_feature_permutation.csv

@@ -1,13 +1,13 @@
 metric,area,comp,suff
-accuracy,0.05,0.964422,0.961728
-accuracy,0.075,0.957418,0.962806
-accuracy,0.1,0.955263,0.962267
-accuracy,0.15,0.953108,0.97087
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-auc,0.15,0.562375,0.725629
-cross_entropy,0.05,0.11656,0.133703
-cross_entropy,0.075,0.13354,0.127458
-cross_entropy,0.1,0.147109,0.123041
-cross_entropy,0.15,0.165311,0.121166
+accuracy,0.05,0.936471,0.944637
+accuracy,0.075,0.930395,0.949846
+accuracy,0.1,0.927791,0.952016
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+cross_entropy,0.15,0.281774,0.109372

results/mimic_iii_LSTM/tsr_occlusion.csv

@@ -1,13 +1,13 @@
 metric,area,comp,suff
-accuracy,0.05,0.965517,0.959591
-accuracy,0.075,0.957435,0.962284
-accuracy,0.1,0.953664,0.966056
-accuracy,0.15,0.954741,0.968211
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-auc,0.15,0.578097,0.736801
-cross_entropy,0.05,0.117675,0.137145
-cross_entropy,0.075,0.13281,0.128393
-cross_entropy,0.1,0.145144,0.125606
-cross_entropy,0.15,0.163202,0.123581
+accuracy,0.05,0.934028,0.945747
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+cross_entropy,0.1,0.26161,0.125903
+cross_entropy,0.15,0.280672,0.109407

results/mimic_iii_MICN/tsr_augmented_occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.782584,0.904353
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+cross_entropy,0.1,0.707301,0.217099
+cross_entropy,0.15,0.804236,0.202411

results/mimic_iii_MICN/tsr_feature_ablation.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.792728,0.897843
+accuracy,0.075,0.736577,0.909047
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+cross_entropy,0.15,0.805254,0.220077

results/mimic_iii_MICN/tsr_feature_permutation.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.780687,0.8963
+accuracy,0.075,0.72817,0.910976
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results/mimic_iii_MICN/tsr_occlusion.csv

@@ -0,0 +1,13 @@
+metric,area,comp,suff
+accuracy,0.05,0.778678,0.898036
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results/traffic_Autoformer/tsr_feature_permutation.csv

@@ -1,9 +1,9 @@
 metric,area,comp,suff
-mae,0.05,17.936011,85.397804
-mae,0.075,22.109994,82.824724
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-mae,0.15,30.02413,72.328719
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-mse,0.075,9.29955,109.770765
-mse,0.1,11.374286,104.591987
-mse,0.15,17.134238,87.92274
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results/traffic_LSTM/tsr_augmented_occlusion.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
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+mae,0.075,48.477482,49.591311
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+mse,0.15,58.127846,17.058154

results/traffic_LSTM/tsr_feature_ablation.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
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+mae,0.075,49.044498,49.448046
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+mse,0.075,37.946665,38.275104
+mse,0.1,45.07364,28.863142
+mse,0.15,59.528488,16.86987

results/traffic_LSTM/tsr_occlusion.csv

@@ -0,0 +1,9 @@
+metric,area,comp,suff
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+mse,0.1,44.971107,29.40709
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