fix(experiment code and results): update experiment code and results,…

… set font size Set font size of chapter 3 experiment results.
hilinxinhui · Jun 16, 2023 · 183d6f0 · 183d6f0
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diff --git a/assets/thesis_figures/chapter_3/nasa_B0018_cnn.jpg b/assets/thesis_figures/chapter_3/nasa_B0018_cnn.jpg
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diff --git a/assets/thesis_figures/chapter_3/nasa_B0018_svr.jpg b/assets/thesis_figures/chapter_3/nasa_B0018_svr.jpg
diff --git a/logs/2023_06_16_10_30_calce_lr.log b/logs/2023_06_16_10_30_calce_lr.log
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+2023-06-16 10:30:11,327 - calce_lr - INFO - test dataset: CS2_35, maxE: 0.171534, mae: 0.010025, rmse:0.016670
+2023-06-16 10:30:13,657 - calce_lr - INFO - test dataset: CS2_36, maxE: 0.133378, mae: 0.010970, rmse:0.016330
+2023-06-16 10:30:15,927 - calce_lr - INFO - test dataset: CS2_37, maxE: 0.117556, mae: 0.009293, rmse:0.013683
+2023-06-16 10:30:18,194 - calce_lr - INFO - test dataset: CS2_38, maxE: 0.162603, mae: 0.008868, rmse:0.014818
diff --git a/logs/2023_06_16_10_30_nasa_lr.log b/logs/2023_06_16_10_30_nasa_lr.log
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+2023-06-16 10:30:19,438 - nasa_lr - INFO - test dataset: B0005, maxE: 0.081073, mae: 0.015769, rmse:0.021606
+2023-06-16 10:30:20,777 - nasa_lr - INFO - test dataset: B0006, maxE: 0.134414, mae: 0.037998, rmse:0.046505
+2023-06-16 10:30:22,046 - nasa_lr - INFO - test dataset: B0007, maxE: 0.110025, mae: 0.019386, rmse:0.024822
+2023-06-16 10:30:23,403 - nasa_lr - INFO - test dataset: B0018, maxE: 0.116348, mae: 0.028186, rmse:0.034924
diff --git a/logs/2023_06_16_10_32_calce_svr.log b/logs/2023_06_16_10_32_calce_svr.log
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+2023-06-16 10:32:30,540 - calce_svr - INFO - test dataset: CS2_35, maxE: 0.173213, mae: 0.027749, rmse:0.031600
+2023-06-16 10:32:31,590 - calce_svr - INFO - test dataset: CS2_36, maxE: 0.144716, mae: 0.024278, rmse:0.032347
+2023-06-16 10:32:32,545 - calce_svr - INFO - test dataset: CS2_37, maxE: 0.109326, mae: 0.021895, rmse:0.025152
+2023-06-16 10:32:33,399 - calce_svr - INFO - test dataset: CS2_38, maxE: 0.138677, mae: 0.020879, rmse:0.024601
diff --git a/logs/2023_06_16_10_32_nasa_svr.log b/logs/2023_06_16_10_32_nasa_svr.log
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+2023-06-16 10:32:35,712 - nasa_svr - INFO - test dataset: B0005, maxE: 0.055918, mae: 0.029598, rmse:0.032088
+2023-06-16 10:32:36,637 - nasa_svr - INFO - test dataset: B0006, maxE: 0.165065, mae: 0.048098, rmse:0.054280
+2023-06-16 10:32:38,053 - nasa_svr - INFO - test dataset: B0007, maxE: 0.077455, mae: 0.024318, rmse:0.026477
+2023-06-16 10:32:38,865 - nasa_svr - INFO - test dataset: B0018, maxE: 0.092054, mae: 0.032140, rmse:0.035924
diff --git a/logs/2023_06_16_10_46_calce_mlp.log b/logs/2023_06_16_10_46_calce_mlp.log
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+2023-06-16 10:46:42,337 - calce_mlp - INFO - test dataset: CS2_35, maxE: 0.168048, mae: 0.014487, rmse:0.018629
+2023-06-16 10:46:47,226 - calce_mlp - INFO - test dataset: CS2_36, maxE: 0.122036, mae: 0.009347, rmse:0.014314
+2023-06-16 10:46:51,978 - calce_mlp - INFO - test dataset: CS2_37, maxE: 0.137915, mae: 0.013093, rmse:0.017018
+2023-06-16 10:46:56,665 - calce_mlp - INFO - test dataset: CS2_38, maxE: 0.164475, mae: 0.009935, rmse:0.015127
diff --git a/logs/2023_06_16_10_46_nasa_mlp.log b/logs/2023_06_16_10_46_nasa_mlp.log
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+2023-06-16 10:46:59,651 - nasa_mlp - INFO - test dataset: B0005, maxE: 0.060257, mae: 0.036480, rmse:0.039745
+2023-06-16 10:47:01,097 - nasa_mlp - INFO - test dataset: B0006, maxE: 0.143027, mae: 0.030425, rmse:0.037658
+2023-06-16 10:47:02,485 - nasa_mlp - INFO - test dataset: B0007, maxE: 0.107556, mae: 0.014963, rmse:0.022863
+2023-06-16 10:47:03,996 - nasa_mlp - INFO - test dataset: B0018, maxE: 0.131808, mae: 0.022583, rmse:0.032180
diff --git a/logs/2023_06_16_10_48_calce_cnn.log b/logs/2023_06_16_10_48_calce_cnn.log
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+2023-06-16 10:51:38,139 - calce_cnn - INFO - test dataset: CS2_35, maxE: 0.173205, mae: 0.007494, rmse:0.013782
+2023-06-16 10:54:44,502 - calce_cnn - INFO - test dataset: CS2_36, maxE: 0.123471, mae: 0.008612, rmse:0.014260
+2023-06-16 10:57:47,833 - calce_cnn - INFO - test dataset: CS2_37, maxE: 0.120520, mae: 0.006959, rmse:0.011825
+2023-06-16 11:00:48,754 - calce_cnn - INFO - test dataset: CS2_38, maxE: 0.156642, mae: 0.007403, rmse:0.013078
diff --git a/logs/2023_06_16_11_00_nasa_cnn.log b/logs/2023_06_16_11_00_nasa_cnn.log
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+2023-06-16 11:01:18,495 - nasa_cnn - INFO - test dataset: B0005, maxE: 0.077212, mae: 0.015632, rmse:0.021214
+2023-06-16 11:01:46,764 - nasa_cnn - INFO - test dataset: B0006, maxE: 0.141832, mae: 0.030701, rmse:0.037375
+2023-06-16 11:02:15,938 - nasa_cnn - INFO - test dataset: B0007, maxE: 0.109236, mae: 0.016020, rmse:0.022852
+2023-06-16 11:02:47,642 - nasa_cnn - INFO - test dataset: B0018, maxE: 0.120093, mae: 0.023911, rmse:0.032299
diff --git a/logs/2023_06_16_14_24_calce_lstm.log b/logs/2023_06_16_14_24_calce_lstm.log
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+2023-06-16 14:26:20,320 - calce_lstm - INFO - test dataset: CS2_35, maxE: 0.155700, mae: 0.023563, rmse:0.028451
+2023-06-16 14:27:50,771 - calce_lstm - INFO - test dataset: CS2_36, maxE: 0.178090, mae: 0.031186, rmse:0.042909
+2023-06-16 14:29:10,629 - calce_lstm - INFO - test dataset: CS2_37, maxE: 0.164395, mae: 0.017900, rmse:0.025251
+2023-06-16 14:30:31,979 - calce_lstm - INFO - test dataset: CS2_38, maxE: 0.134984, mae: 0.014498, rmse:0.020664
diff --git a/logs/2023_06_16_14_30_nasa_lstm.log b/logs/2023_06_16_14_30_nasa_lstm.log
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+2023-06-16 14:31:25,098 - nasa_lstm - INFO - test dataset: B0005, maxE: 0.140135, mae: 0.038172, rmse:0.051687
+2023-06-16 14:32:19,132 - nasa_lstm - INFO - test dataset: B0006, maxE: 0.197690, mae: 0.059992, rmse:0.077892
+2023-06-16 14:33:13,026 - nasa_lstm - INFO - test dataset: B0007, maxE: 0.129774, mae: 0.034501, rmse:0.043457
+2023-06-16 14:34:11,001 - nasa_lstm - INFO - test dataset: B0018, maxE: 0.190410, mae: 0.048827, rmse:0.064058
diff --git a/notebooks/experiments/2_cap_svr.ipynb b/notebooks/experiments/2_cap_svr.ipynb
diff --git a/notebooks/experiments/3_cap_mlp.ipynb b/notebooks/experiments/3_cap_mlp.ipynb
diff --git a/notebooks/experiments/4_cap_cnn.ipynb b/notebooks/experiments/4_cap_cnn.ipynb
diff --git a/notebooks/experiments/5_cap_lstm.ipynb b/notebooks/experiments/5_cap_lstm.ipynb
diff --git a/notebooks/experiments/linear_regression.ipynb b/notebooks/experiments/linear_regression.ipynb
diff --git a/results/calce_CS2_35_ar.npy b/results/calce_CS2_35_ar.npy
diff --git a/results/calce_CS2_35_cnn.npy b/results/calce_CS2_35_cnn.npy
diff --git a/results/calce_CS2_35_lstm.npy b/results/calce_CS2_35_lstm.npy
diff --git a/results/calce_CS2_35_mlp.npy b/results/calce_CS2_35_mlp.npy
diff --git a/results/calce_CS2_36_ar.npy b/results/calce_CS2_36_ar.npy
diff --git a/results/calce_CS2_36_cnn.npy b/results/calce_CS2_36_cnn.npy
diff --git a/results/calce_CS2_36_lstm.npy b/results/calce_CS2_36_lstm.npy
diff --git a/results/calce_CS2_36_mlp.npy b/results/calce_CS2_36_mlp.npy
diff --git a/results/calce_CS2_37_ar.npy b/results/calce_CS2_37_ar.npy
diff --git a/results/calce_CS2_37_cnn.npy b/results/calce_CS2_37_cnn.npy
diff --git a/results/calce_CS2_37_lstm.npy b/results/calce_CS2_37_lstm.npy
diff --git a/results/calce_CS2_37_mlp.npy b/results/calce_CS2_37_mlp.npy
diff --git a/results/calce_CS2_38_ar.npy b/results/calce_CS2_38_ar.npy
diff --git a/results/calce_CS2_38_cnn.npy b/results/calce_CS2_38_cnn.npy
diff --git a/results/calce_CS2_38_lstm.npy b/results/calce_CS2_38_lstm.npy
diff --git a/results/calce_CS2_38_mlp.npy b/results/calce_CS2_38_mlp.npy
diff --git a/results/nasa_B0005_ar.npy b/results/nasa_B0005_ar.npy
diff --git a/results/nasa_B0005_cnn.npy b/results/nasa_B0005_cnn.npy
diff --git a/results/nasa_B0005_lstm.npy b/results/nasa_B0005_lstm.npy
diff --git a/results/nasa_B0005_mlp.npy b/results/nasa_B0005_mlp.npy
diff --git a/results/nasa_B0006_ar.npy b/results/nasa_B0006_ar.npy
diff --git a/results/nasa_B0006_cnn.npy b/results/nasa_B0006_cnn.npy
diff --git a/results/nasa_B0006_lstm.npy b/results/nasa_B0006_lstm.npy
diff --git a/results/nasa_B0006_mlp.npy b/results/nasa_B0006_mlp.npy
diff --git a/results/nasa_B0007_ar.npy b/results/nasa_B0007_ar.npy
diff --git a/results/nasa_B0007_cnn.npy b/results/nasa_B0007_cnn.npy
diff --git a/results/nasa_B0007_lstm.npy b/results/nasa_B0007_lstm.npy
diff --git a/results/nasa_B0007_mlp.npy b/results/nasa_B0007_mlp.npy
diff --git a/results/nasa_B0018_ar.npy b/results/nasa_B0018_ar.npy
diff --git a/results/nasa_B0018_cnn.npy b/results/nasa_B0018_cnn.npy
diff --git a/results/nasa_B0018_lstm.npy b/results/nasa_B0018_lstm.npy
diff --git a/results/nasa_B0018_mlp.npy b/results/nasa_B0018_mlp.npy