From 52c38d13c0d89699903376cea56907e8a76c1fec Mon Sep 17 00:00:00 2001 From: "Rifqi D. Panuluh" <69516665+nuluh@users.noreply.github.com> Date: Wed, 15 Oct 2025 10:21:09 +0000 Subject: [PATCH] feat(latex): add grid search results table as appendices --- latex/appendix/coarse_grid_results_A.tex | 242 ++++++++++++++++++++++ latex/appendix/coarse_grid_results_B.tex | 240 +++++++++++++++++++++ latex/appendix/fine_grid_results_A_32.tex | 122 +++++++++++ latex/appendix/fine_grid_results_B_16.tex | 121 +++++++++++ 4 files changed, 725 insertions(+) create mode 100644 latex/appendix/coarse_grid_results_A.tex create mode 100644 latex/appendix/coarse_grid_results_B.tex create mode 100644 latex/appendix/fine_grid_results_A_32.tex create mode 100644 latex/appendix/fine_grid_results_B_16.tex diff --git a/latex/appendix/coarse_grid_results_A.tex b/latex/appendix/coarse_grid_results_A.tex new file mode 100644 index 0000000..faef641 --- /dev/null +++ b/latex/appendix/coarse_grid_results_A.tex @@ -0,0 +1,242 @@ +\begin{rlandscape} +% \chapter*{Grid Search} +% \section*{Hasil Coarse Grid Search} +\centering +\begin{longtable}{ + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth}} +\caption{Hasil \textit{Coarse Grid-Search} Sensor A diurutkan berdasarkan \textit{rank test score}} +\label{tab:coarse grid results A} +\\ +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param pca n components & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endfirsthead + +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param pca n components & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endhead + +\midrule +\multicolumn{11}{r}{\textit{berlanjut di halaman berikutnya}} +\endfoot + +\bottomrule +\bottomrule +\endlastfoot + +% Start of table content +31.24 & 1.08 & 2.15 & 0.30 & 512 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +26.66 & 0.66 & 1.81 & 0.04 & 512 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +28.55 & 0.65 & 2.01 & 0.23 & 512 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +17.84 & 0.57 & 0.87 & 0.09 & 256 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +18.42 & 0.74 & 0.98 & 0.18 & 256 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +17.89 & 0.38 & 0.89 & 0.13 & 256 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +13.44 & 0.14 & 0.41 & 0.03 & 128 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 7 \\ +16.85 & 0.45 & 0.52 & 0.08 & 128 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 7 \\ +13.16 & 0.07 & 0.46 & 0.04 & 128 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 7 \\ +13.47 & 0.58 & 0.26 & 0.05 & 64 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 10 \\ +10.86 & 0.38 & 0.22 & 0.01 & 64 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 10 \\ +29.77 & 1.96 & 2.46 & 0.15 & 512 & 0.00 & -10.00 & rbf & 1.00 & 0.00 & 12 \\ +19.85 & 1.19 & 1.26 & 0.06 & 256 & 0.00 & -10.00 & rbf & 1.00 & 0.00 & 13 \\ +10.46 & 0.05 & 0.15 & 0.01 & 32 & 10.00 & -10.00 & rbf & 0.99 & 0.00 & 14 \\ +14.95 & 1.06 & 0.66 & 0.05 & 128 & 0.00 & -10.00 & rbf & 0.99 & 0.00 & 15 \\ +12.48 & 0.53 & 0.19 & 0.05 & 32 & 5.00 & -10.00 & rbf & 0.99 & 0.00 & 16 \\ +18.00 & 0.49 & 0.52 & 0.05 & 256 & 10.00 & -15.00 & rbf & 0.99 & 0.00 & 17 \\ +12.51 & 1.25 & 0.16 & 0.01 & 32 & 15.00 & -10.00 & rbf & 0.99 & 0.00 & 18 \\ +18.76 & 0.99 & 0.51 & 0.05 & 256 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 19 \\ +27.92 & 0.95 & 1.16 & 0.08 & 512 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 20 \\ +29.16 & 0.99 & 1.08 & 0.12 & 512 & 10.00 & -15.00 & rbf & 0.99 & 0.00 & 21 \\ +13.58 & 0.52 & 0.19 & 0.01 & 64 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 22 \\ +14.78 & 0.52 & 2.43 & 0.24 & 32 & 15.00 & -5.00 & rbf & 0.99 & 0.00 & 23 \\ +12.06 & 0.10 & 2.08 & 0.08 & 32 & 10.00 & -5.00 & rbf & 0.99 & 0.00 & 23 \\ +14.54 & 0.60 & 2.53 & 0.21 & 32 & 5.00 & -5.00 & rbf & 0.99 & 0.00 & 23 \\ +15.50 & 0.71 & 0.18 & 0.04 & 32 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 26 \\ +11.84 & 0.07 & 2.08 & 0.04 & 32 & 0.00 & -5.00 & rbf & 0.99 & 0.00 & 27 \\ +28.30 & 1.53 & 1.51 & 0.17 & 512 & 5.00 & -15.00 & rbf & 0.99 & 0.00 & 28 \\ +17.53 & 0.48 & 0.73 & 0.02 & 256 & 5.00 & -15.00 & rbf & 0.99 & 0.00 & 29 \\ +10.54 & 0.41 & 0.49 & 0.09 & 16 & 0.00 & -5.00 & rbf & 0.99 & 0.00 & 30 \\ +14.07 & 0.34 & 0.26 & 0.03 & 128 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 31 \\ +10.48 & 0.19 & 0.42 & 0.02 & 16 & 5.00 & -5.00 & rbf & 0.99 & 0.00 & 32 \\ +12.53 & 0.80 & 0.48 & 0.09 & 16 & 15.00 & -5.00 & rbf & 0.99 & 0.00 & 33 \\ +10.44 & 0.20 & 0.41 & 0.04 & 16 & 10.00 & -5.00 & rbf & 0.99 & 0.00 & 33 \\ +13.33 & 0.32 & 0.48 & 0.11 & 64 & 0.00 & -10.00 & rbf & 0.99 & 0.00 & 35 \\ +10.67 & 0.09 & 0.13 & 0.02 & 16 & 10.00 & -10.00 & rbf & 0.99 & 0.00 & 36 \\ +17.23 & 1.02 & 0.31 & 0.06 & 128 & 10.00 & -15.00 & rbf & 0.99 & 0.01 & 37 \\ +15.70 & 0.96 & 0.14 & 0.03 & 16 & 15.00 & -10.00 & rbf & 0.99 & 0.00 & 38 \\ +10.26 & 0.22 & 0.18 & 0.03 & 16 & 5.00 & -10.00 & rbf & 0.99 & 0.00 & 39 \\ +13.18 & 0.44 & 0.44 & 0.04 & 128 & 5.00 & -15.00 & rbf & 0.98 & 0.00 & 40 \\ +17.16 & 0.96 & 0.17 & 0.02 & 16 & 15.00 & -15.00 & rbf & 0.98 & 0.00 & 41 \\ +11.53 & 0.14 & 0.23 & 0.02 & 64 & 5.00 & -10.00 & rbf & 0.98 & 0.01 & 42 \\ +10.60 & 0.13 & 2.04 & 0.04 & 16 & -5.00 & -5.00 & rbf & 0.98 & 0.00 & 43 \\ +13.92 & 1.42 & 0.24 & 0.04 & 64 & 10.00 & -15.00 & rbf & 0.98 & 0.01 & 44 \\ +10.27 & 0.10 & 0.31 & 0.03 & 32 & 0.00 & -10.00 & rbf & 0.98 & 0.00 & 45 \\ +11.37 & 0.28 & 0.31 & 0.02 & 64 & 5.00 & -15.00 & rbf & 0.97 & 0.00 & 46 \\ +10.98 & 0.14 & 0.19 & 0.01 & 32 & 10.00 & -15.00 & rbf & 0.97 & 0.00 & 47 \\ +10.88 & 0.36 & 0.23 & 0.02 & 8 & 5.00 & -5.00 & rbf & 0.97 & 0.00 & 48 \\ +11.69 & 0.23 & 0.35 & 0.02 & 8 & 0.00 & -5.00 & rbf & 0.97 & 0.00 & 49 \\ +30.52 & 1.52 & 0.13 & 0.02 & 8 & 15.00 & -10.00 & rbf & 0.96 & 0.01 & 50 \\ +11.52 & 0.15 & 0.16 & 0.01 & 8 & 10.00 & -10.00 & rbf & 0.96 & 0.00 & 51 \\ +12.01 & 0.30 & 0.24 & 0.02 & 8 & 10.00 & -5.00 & rbf & 0.96 & 0.00 & 52 \\ +24.88 & 1.70 & 7.56 & 1.13 & 256 & -5.00 & -10.00 & rbf & 0.96 & 0.00 & 53 \\ +27.66 & 2.04 & 12.21 & 0.98 & 512 & -5.00 & -10.00 & rbf & 0.96 & 0.00 & 54 \\ +15.40 & 0.45 & 4.28 & 0.33 & 128 & -5.00 & -10.00 & rbf & 0.96 & 0.00 & 55 \\ +19.85 & 0.15 & 6.14 & 0.48 & 64 & 15.00 & -5.00 & rbf & 0.96 & 0.00 & 56 \\ +23.47 & 0.57 & 5.70 & 0.07 & 64 & 10.00 & -5.00 & rbf & 0.96 & 0.00 & 56 \\ +19.63 & 0.16 & 5.54 & 0.14 & 64 & 5.00 & -5.00 & rbf & 0.96 & 0.00 & 56 \\ +29.58 & 1.50 & 7.94 & 0.36 & 512 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 59 \\ +19.24 & 0.80 & 4.87 & 0.43 & 256 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 60 \\ +9.82 & 0.09 & 0.35 & 0.02 & 16 & 0.00 & -10.00 & rbf & 0.95 & 0.00 & 61 \\ +10.24 & 0.07 & 1.33 & 0.01 & 8 & -5.00 & -5.00 & rbf & 0.95 & 0.00 & 62 \\ +17.52 & 1.08 & 0.23 & 0.03 & 8 & 15.00 & -5.00 & rbf & 0.95 & 0.00 & 63 \\ +10.21 & 0.16 & 0.21 & 0.01 & 16 & 10.00 & -15.00 & rbf & 0.95 & 0.00 & 64 \\ +21.87 & 0.29 & 5.73 & 0.08 & 64 & 0.00 & -5.00 & rbf & 0.95 & 0.00 & 65 \\ +12.06 & 0.80 & 0.37 & 0.04 & 32 & 5.00 & -15.00 & rbf & 0.95 & 0.00 & 66 \\ +14.26 & 0.57 & 3.25 & 0.32 & 128 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 67 \\ +12.17 & 0.08 & 2.76 & 0.07 & 64 & -5.00 & -10.00 & rbf & 0.95 & 0.00 & 68 \\ +11.07 & 0.25 & 0.22 & 0.02 & 8 & 5.00 & -10.00 & rbf & 0.95 & 0.00 & 69 \\ +16.92 & 1.59 & 0.19 & 0.02 & 8 & 15.00 & -15.00 & rbf & 0.94 & 0.00 & 70 \\ +13.37 & 0.75 & 2.57 & 0.19 & 64 & 0.00 & -15.00 & rbf & 0.94 & 0.00 & 71 \\ +11.83 & 0.16 & 0.41 & 0.03 & 16 & 5.00 & -15.00 & rbf & 0.93 & 0.00 & 72 \\ +11.84 & 0.52 & 2.21 & 0.09 & 32 & -5.00 & -10.00 & rbf & 0.93 & 0.00 & 73 \\ +10.99 & 0.12 & 1.90 & 0.07 & 32 & 0.00 & -15.00 & rbf & 0.92 & 0.00 & 74 \\ +10.78 & 0.69 & 0.75 & 0.12 & 8 & 0.00 & -10.00 & rbf & 0.91 & 0.00 & 75 \\ +9.66 & 0.10 & 0.33 & 0.02 & 8 & 10.00 & -15.00 & rbf & 0.90 & 0.00 & 76 \\ +12.32 & 0.30 & 0.71 & 0.13 & 8 & 5.00 & -15.00 & rbf & 0.88 & 0.00 & 77 \\ +10.62 & 0.12 & 2.16 & 0.09 & 16 & -5.00 & -10.00 & rbf & 0.87 & 0.01 & 78 \\ +10.55 & 0.08 & 1.96 & 0.07 & 16 & 0.00 & -15.00 & rbf & 0.87 & 0.01 & 79 \\ +21.82 & 0.43 & 7.86 & 0.32 & 128 & 5.00 & -5.00 & rbf & 0.81 & 0.01 & 80 \\ +24.90 & 0.62 & 10.09 & 0.39 & 128 & 15.00 & -5.00 & rbf & 0.81 & 0.01 & 80 \\ +22.31 & 0.65 & 8.05 & 0.27 & 128 & 10.00 & -5.00 & rbf & 0.81 & 0.01 & 80 \\ +11.22 & 0.09 & 0.41 & 0.01 & 4 & 5.00 & -5.00 & rbf & 0.81 & 0.01 & 83 \\ +9.93 & 0.15 & 0.66 & 0.04 & 4 & 0.00 & -5.00 & rbf & 0.81 & 0.00 & 84 \\ +41.20 & 0.45 & 0.37 & 0.02 & 4 & 10.00 & -5.00 & rbf & 0.80 & 0.01 & 85 \\ +112.24 & 4.87 & 0.50 & 0.03 & 4 & 15.00 & -10.00 & rbf & 0.80 & 0.01 & 86 \\ +10.58 & 0.08 & 2.60 & 0.06 & 8 & -5.00 & -10.00 & rbf & 0.79 & 0.01 & 87 \\ +13.87 & 0.22 & 2.50 & 0.21 & 4 & 0.00 & 0.00 & rbf & 0.79 & 0.01 & 88 \\ +516.82 & 20.58 & 0.27 & 0.11 & 4 & 15.00 & -5.00 & rbf & 0.79 & 0.01 & 89 \\ +27.24 & 0.86 & 8.13 & 0.20 & 128 & 0.00 & -5.00 & rbf & 0.79 & 0.01 & 90 \\ +11.86 & 0.10 & 4.70 & 0.08 & 32 & -5.00 & -5.00 & rbf & 0.78 & 0.01 & 91 \\ +10.34 & 0.06 & 2.62 & 0.20 & 8 & 0.00 & -15.00 & rbf & 0.78 & 0.01 & 92 \\ +10.50 & 0.14 & 2.22 & 0.23 & 4 & -5.00 & -5.00 & rbf & 0.78 & 0.01 & 93 \\ +17.73 & 0.80 & 0.83 & 0.04 & 4 & 10.00 & -10.00 & rbf & 0.77 & 0.01 & 94 \\ +17.00 & 0.32 & 4.34 & 0.08 & 8 & 15.00 & 0.00 & rbf & 0.76 & 0.00 & 95 \\ +18.86 & 0.56 & 5.68 & 0.24 & 8 & 10.00 & 0.00 & rbf & 0.76 & 0.00 & 95 \\ +17.76 & 0.19 & 4.33 & 0.09 & 8 & 5.00 & 0.00 & rbf & 0.76 & 0.00 & 95 \\ +21.32 & 0.61 & 5.04 & 0.20 & 8 & 0.00 & 0.00 & rbf & 0.74 & 0.00 & 98 \\ +15.82 & 0.16 & 2.15 & 0.06 & 4 & 5.00 & 0.00 & rbf & 0.73 & 0.01 & 99 \\ +17.37 & 0.63 & 2.10 & 0.09 & 4 & 10.00 & 0.00 & rbf & 0.72 & 0.01 & 100 \\ +17.18 & 0.51 & 1.98 & 0.06 & 4 & 15.00 & 0.00 & rbf & 0.72 & 0.01 & 101 \\ +10.20 & 0.17 & 1.08 & 0.03 & 4 & 5.00 & -10.00 & rbf & 0.71 & 0.01 & 102 \\ +22.02 & 1.38 & 0.93 & 0.08 & 4 & 15.00 & -15.00 & rbf & 0.68 & 0.01 & 103 \\ +10.80 & 0.53 & 1.95 & 0.06 & 4 & 0.00 & -10.00 & rbf & 0.62 & 0.01 & 104 \\ +30.25 & 1.39 & 15.70 & 0.63 & 256 & 10.00 & -5.00 & rbf & 0.62 & 0.01 & 105 \\ +26.77 & 0.36 & 12.15 & 0.34 & 256 & 15.00 & -5.00 & rbf & 0.62 & 0.01 & 105 \\ +30.58 & 1.02 & 15.26 & 0.44 & 256 & 5.00 & -5.00 & rbf & 0.62 & 0.01 & 105 \\ +11.07 & 0.34 & 1.73 & 0.09 & 4 & 10.00 & -15.00 & rbf & 0.62 & 0.01 & 108 \\ +32.02 & 0.63 & 12.66 & 0.56 & 256 & 0.00 & -5.00 & rbf & 0.56 & 0.01 & 109 \\ +12.40 & 0.16 & 5.08 & 0.27 & 4 & -5.00 & 0.00 & rbf & 0.55 & 0.01 & 110 \\ +11.04 & 0.52 & 2.32 & 0.06 & 4 & 5.00 & -15.00 & rbf & 0.48 & 0.01 & 111 \\ +44.42 & 1.45 & 24.44 & 1.18 & 512 & 15.00 & -5.00 & rbf & 0.46 & 0.00 & 112 \\ +37.44 & 0.43 & 22.61 & 0.71 & 512 & 10.00 & -5.00 & rbf & 0.46 & 0.00 & 112 \\ +42.09 & 1.07 & 21.07 & 0.85 & 512 & 5.00 & -5.00 & rbf & 0.46 & 0.00 & 112 \\ +17.35 & 0.23 & 4.71 & 0.11 & 16 & 5.00 & 0.00 & rbf & 0.42 & 0.01 & 115 \\ +17.59 & 0.35 & 4.71 & 0.05 & 16 & 15.00 & 0.00 & rbf & 0.42 & 0.01 & 115 \\ +17.22 & 0.12 & 4.61 & 0.04 & 16 & 10.00 & 0.00 & rbf & 0.42 & 0.01 & 115 \\ +44.66 & 1.22 & 23.29 & 0.56 & 512 & 0.00 & -5.00 & rbf & 0.39 & 0.01 & 118 \\ +19.51 & 0.47 & 5.86 & 0.32 & 16 & 0.00 & 0.00 & rbf & 0.38 & 0.01 & 119 \\ +10.71 & 0.13 & 3.63 & 0.06 & 4 & -5.00 & -10.00 & rbf & 0.37 & 0.01 & 120 \\ +13.53 & 0.42 & 4.00 & 0.35 & 4 & 0.00 & -15.00 & rbf & 0.36 & 0.02 & 121 \\ +17.12 & 0.50 & 4.44 & 0.34 & 4 & 5.00 & 5.00 & rbf & 0.34 & 0.01 & 122 \\ +16.78 & 0.30 & 4.05 & 0.18 & 4 & 10.00 & 5.00 & rbf & 0.34 & 0.01 & 122 \\ +18.46 & 2.10 & 5.13 & 0.75 & 4 & 15.00 & 5.00 & rbf & 0.34 & 0.01 & 122 \\ +16.10 & 0.76 & 4.60 & 0.33 & 4 & 0.00 & 5.00 & rbf & 0.32 & 0.01 & 125 \\ +18.63 & 0.21 & 4.84 & 0.05 & 32 & 10.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +20.68 & 0.70 & 4.92 & 0.07 & 32 & 5.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +22.36 & 0.58 & 5.87 & 0.18 & 32 & 15.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +16.64 & 0.24 & 5.32 & 0.29 & 32 & 0.00 & 0.00 & rbf & 0.18 & 0.00 & 129 \\ +20.19 & 1.12 & 6.95 & 0.70 & 64 & 15.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +19.28 & 0.16 & 6.36 & 0.77 & 64 & 5.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +21.26 & 1.52 & 5.85 & 0.21 & 64 & 10.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +17.34 & 0.63 & 6.00 & 0.17 & 64 & 0.00 & 0.00 & rbf & 0.16 & 0.00 & 133 \\ +21.99 & 1.49 & 8.32 & 0.58 & 128 & 5.00 & 0.00 & rbf & 0.15 & 0.00 & 134 \\ +21.12 & 0.60 & 7.80 & 0.21 & 128 & 10.00 & 0.00 & rbf & 0.15 & 0.00 & 134 \\ +25.10 & 0.71 & 9.52 & 1.36 & 128 & 15.00 & 0.00 & rbf & 0.15 & 0.00 & 134 \\ +11.56 & 0.17 & 4.78 & 0.11 & 16 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 137 \\ +16.92 & 0.06 & 4.50 & 0.07 & 8 & 15.00 & 5.00 & rbf & 0.15 & 0.00 & 138 \\ +20.18 & 0.78 & 5.25 & 0.82 & 8 & 10.00 & 5.00 & rbf & 0.15 & 0.00 & 138 \\ +16.83 & 0.38 & 4.40 & 0.08 & 8 & 5.00 & 5.00 & rbf & 0.15 & 0.00 & 138 \\ +13.43 & 0.94 & 5.94 & 0.18 & 64 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 141 \\ +17.33 & 0.83 & 8.54 & 0.77 & 128 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 142 \\ +13.30 & 0.34 & 5.40 & 0.56 & 32 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 142 \\ +16.80 & 0.50 & 5.29 & 0.38 & 8 & 0.00 & 5.00 & rbf & 0.15 & 0.00 & 144 \\ +23.54 & 0.92 & 15.98 & 0.91 & 256 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 145 \\ +11.36 & 0.07 & 4.45 & 0.06 & 8 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 146 \\ +19.85 & 1.52 & 7.99 & 0.28 & 128 & 0.00 & 0.00 & rbf & 0.15 & 0.00 & 147 \\ +27.08 & 0.77 & 19.92 & 0.43 & 512 & -5.00 & -15.00 & rbf & 0.15 & 0.00 & 148 \\ +11.03 & 0.20 & 4.36 & 0.09 & 4 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 149 \\ +16.95 & 0.42 & 4.92 & 0.05 & 32 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +19.52 & 1.29 & 5.37 & 0.27 & 32 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +21.07 & 0.47 & 8.03 & 0.12 & 128 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +12.91 & 0.19 & 6.00 & 0.08 & 64 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +12.93 & 0.15 & 5.88 & 0.16 & 64 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +17.89 & 0.42 & 5.02 & 0.12 & 32 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +15.22 & 1.12 & 6.18 & 0.61 & 32 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +12.13 & 0.03 & 5.16 & 0.08 & 32 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +20.80 & 0.44 & 7.74 & 0.34 & 64 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +12.13 & 0.05 & 5.16 & 0.06 & 32 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +17.84 & 0.55 & 8.08 & 0.55 & 128 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +38.17 & 2.80 & 21.36 & 0.56 & 512 & 0.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +33.34 & 1.27 & 22.83 & 0.43 & 512 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +30.86 & 0.80 & 25.89 & 0.73 & 512 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 150 \\ +34.99 & 2.30 & 23.40 & 1.80 & 512 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +37.55 & 1.17 & 23.33 & 1.97 & 512 & 5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +34.88 & 1.47 & 22.61 & 1.22 & 512 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +40.39 & 1.06 & 21.87 & 0.57 & 512 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +38.87 & 2.02 & 23.14 & 1.56 & 512 & 10.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +42.60 & 3.30 & 22.25 & 0.58 & 512 & 15.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +40.82 & 1.90 & 23.89 & 0.86 & 512 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +13.18 & 0.23 & 5.91 & 0.09 & 64 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 150 \\ +23.83 & 0.54 & 7.85 & 0.12 & 128 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +23.83 & 0.66 & 9.33 & 0.02 & 128 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +15.58 & 0.08 & 6.02 & 0.11 & 64 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +18.70 & 0.26 & 7.46 & 0.30 & 64 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +19.33 & 0.06 & 5.78 & 0.13 & 64 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +21.27 & 0.37 & 12.29 & 0.42 & 256 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +20.72 & 0.16 & 12.10 & 0.61 & 256 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +39.33 & 1.20 & 22.44 & 1.24 & 512 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +21.07 & 0.34 & 12.95 & 0.50 & 256 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 150 \\ +23.94 & 1.20 & 12.06 & 0.47 & 256 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +25.49 & 1.69 & 12.61 & 0.57 & 256 & 0.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +30.38 & 1.31 & 14.00 & 1.13 & 256 & 5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +28.18 & 0.53 & 12.44 & 0.57 & 256 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +30.23 & 0.82 & 12.85 & 0.31 & 256 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +31.85 & 0.82 & 14.05 & 1.43 & 256 & 10.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +15.27 & 0.74 & 8.05 & 0.35 & 128 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +27.91 & 1.12 & 13.14 & 1.15 & 256 & 15.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +30.68 & 1.11 & 13.80 & 0.45 & 256 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +15.13 & 0.36 & 8.07 & 0.33 & 128 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +15.73 & 0.41 & 8.12 & 0.28 & 128 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 150 \\ +16.97 & 0.17 & 4.76 & 0.09 & 16 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +13.94 & 0.71 & 5.44 & 0.14 & 4 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +11.32 & 0.11 & 4.71 & 0.10 & 16 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +11.39 & 0.11 & 4.74 & 0.06 & 16 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +17.03 & 0.51 & 5.33 & 0.58 & 16 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +17.13 & 0.22 & 4.67 & 0.18 & 16 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +17.36 & 0.30 & 5.20 & 0.57 & 16 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +11.03 & 0.10 & 4.49 & 0.14 & 8 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 150 \\ +11.15 & 0.07 & 4.44 & 0.09 & 8 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 150 \\ +\end{longtable} +\end{rlandscape} \ No newline at end of file diff --git a/latex/appendix/coarse_grid_results_B.tex b/latex/appendix/coarse_grid_results_B.tex new file mode 100644 index 0000000..23075ae --- /dev/null +++ b/latex/appendix/coarse_grid_results_B.tex @@ -0,0 +1,240 @@ +\begin{rlandscape} +\centering +\begin{longtable}{ + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth}} +\caption{Hasil \textit{Coarse Grid-Search} Sensor B diurutkan berdasarkan \textit{rank test score}} +\label{tab:coarse grid results B} +\\ +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param pca n components & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endfirsthead + +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param pca n components & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endhead + +\midrule +\multicolumn{11}{r}{\textit{berlanjut di halaman berikutnya}} +\endfoot + +\bottomrule +\bottomrule +\endlastfoot + +% Start of table content +39.63 & 1.65 & 2.88 & 0.23 & 512 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +30.49 & 1.15 & 2.16 & 0.19 & 512 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +29.69 & 0.62 & 1.86 & 0.16 & 512 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 1 \\ +20.28 & 1.59 & 1.00 & 0.10 & 256 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +22.79 & 0.62 & 1.25 & 0.10 & 256 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +23.17 & 0.46 & 1.06 & 0.07 & 256 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 4 \\ +11.41 & 0.74 & 0.21 & 0.04 & 64 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 7 \\ +14.55 & 0.81 & 0.44 & 0.03 & 128 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 8 \\ +11.39 & 0.82 & 0.22 & 0.04 & 64 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 9 \\ +12.25 & 0.39 & 0.25 & 0.04 & 64 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 9 \\ +15.41 & 1.24 & 0.48 & 0.05 & 128 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 11 \\ +14.47 & 0.53 & 0.44 & 0.04 & 128 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 11 \\ +41.95 & 1.36 & 3.28 & 0.27 & 512 & 0.00 & -10.00 & rbf & 1.00 & 0.00 & 13 \\ +19.77 & 0.88 & 1.10 & 0.06 & 256 & 0.00 & -10.00 & rbf & 1.00 & 0.00 & 14 \\ +13.43 & 0.24 & 0.22 & 0.04 & 32 & 5.00 & -10.00 & rbf & 1.00 & 0.00 & 15 \\ +11.48 & 1.05 & 0.16 & 0.01 & 32 & 10.00 & -10.00 & rbf & 1.00 & 0.00 & 16 \\ +13.80 & 2.12 & 0.21 & 0.02 & 32 & 15.00 & -10.00 & rbf & 1.00 & 0.00 & 16 \\ +13.82 & 0.43 & 0.58 & 0.09 & 128 & 0.00 & -10.00 & rbf & 1.00 & 0.00 & 18 \\ +32.47 & 4.05 & 1.22 & 0.14 & 512 & 10.00 & -15.00 & rbf & 1.00 & 0.00 & 19 \\ +29.99 & 2.05 & 1.12 & 0.10 & 512 & 15.00 & -15.00 & rbf & 1.00 & 0.00 & 20 \\ +15.26 & 1.09 & 0.16 & 0.03 & 32 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 21 \\ +10.31 & 0.81 & 0.47 & 0.09 & 16 & 15.00 & -5.00 & rbf & 0.99 & 0.00 & 22 \\ +10.91 & 0.79 & 0.46 & 0.08 & 16 & 5.00 & -5.00 & rbf & 0.99 & 0.00 & 22 \\ +10.91 & 0.32 & 0.41 & 0.02 & 16 & 10.00 & -5.00 & rbf & 0.99 & 0.00 & 22 \\ +12.04 & 1.08 & 0.53 & 0.22 & 16 & 0.00 & -5.00 & rbf & 0.99 & 0.00 & 25 \\ +21.33 & 2.50 & 0.55 & 0.07 & 256 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 26 \\ +12.21 & 0.68 & 2.08 & 0.24 & 32 & 10.00 & -5.00 & rbf & 0.99 & 0.00 & 27 \\ +13.43 & 1.14 & 1.80 & 0.16 & 32 & 5.00 & -5.00 & rbf & 0.99 & 0.00 & 27 \\ +14.51 & 1.63 & 2.15 & 0.23 & 32 & 15.00 & -5.00 & rbf & 0.99 & 0.00 & 27 \\ +12.05 & 0.86 & 1.90 & 0.21 & 32 & 0.00 & -5.00 & rbf & 0.99 & 0.00 & 30 \\ +21.03 & 1.59 & 0.57 & 0.05 & 256 & 10.00 & -15.00 & rbf & 0.99 & 0.00 & 31 \\ +32.57 & 2.21 & 1.44 & 0.10 & 512 & 5.00 & -15.00 & rbf & 0.99 & 0.00 & 32 \\ +21.09 & 1.19 & 0.72 & 0.06 & 256 & 5.00 & -15.00 & rbf & 0.99 & 0.00 & 33 \\ +11.04 & 0.86 & 0.12 & 0.02 & 16 & 10.00 & -10.00 & rbf & 0.99 & 0.00 & 34 \\ +12.41 & 0.67 & 0.38 & 0.05 & 64 & 0.00 & -10.00 & rbf & 0.99 & 0.00 & 35 \\ +14.88 & 0.46 & 0.30 & 0.03 & 128 & 10.00 & -15.00 & rbf & 0.99 & 0.00 & 36 \\ +13.66 & 0.29 & 0.16 & 0.04 & 64 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 37 \\ +14.38 & 0.46 & 0.26 & 0.04 & 128 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 38 \\ +10.82 & 0.53 & 0.18 & 0.03 & 16 & 5.00 & -10.00 & rbf & 0.99 & 0.00 & 39 \\ +12.27 & 1.03 & 0.17 & 0.04 & 16 & 15.00 & -10.00 & rbf & 0.99 & 0.00 & 40 \\ +18.20 & 0.48 & 0.17 & 0.05 & 16 & 15.00 & -15.00 & rbf & 0.99 & 0.00 & 41 \\ +11.42 & 0.55 & 0.32 & 0.06 & 32 & 0.00 & -10.00 & rbf & 0.99 & 0.00 & 42 \\ +16.15 & 0.73 & 0.53 & 0.12 & 128 & 5.00 & -15.00 & rbf & 0.99 & 0.00 & 43 \\ +11.11 & 1.00 & 2.01 & 0.21 & 16 & -5.00 & -5.00 & rbf & 0.99 & 0.00 & 44 \\ +12.20 & 0.69 & 0.19 & 0.04 & 32 & 10.00 & -15.00 & rbf & 0.98 & 0.00 & 45 \\ +12.52 & 0.63 & 0.30 & 0.05 & 8 & 0.00 & -5.00 & rbf & 0.98 & 0.00 & 46 \\ +11.20 & 0.12 & 0.31 & 0.06 & 64 & 5.00 & -15.00 & rbf & 0.98 & 0.00 & 47 \\ +12.93 & 1.15 & 0.22 & 0.03 & 64 & 10.00 & -15.00 & rbf & 0.98 & 0.01 & 48 \\ +35.29 & 5.11 & 0.17 & 0.05 & 8 & 15.00 & -10.00 & rbf & 0.98 & 0.00 & 49 \\ +10.76 & 0.47 & 0.29 & 0.07 & 8 & 5.00 & -5.00 & rbf & 0.98 & 0.01 & 50 \\ +20.97 & 2.37 & 0.24 & 0.09 & 8 & 10.00 & -10.00 & rbf & 0.97 & 0.00 & 51 \\ +21.67 & 1.24 & 0.52 & 0.10 & 8 & 10.00 & -5.00 & rbf & 0.97 & 0.00 & 52 \\ +11.56 & 0.74 & 0.27 & 0.03 & 8 & 15.00 & -5.00 & rbf & 0.97 & 0.00 & 53 \\ +10.98 & 0.41 & 1.36 & 0.17 & 8 & -5.00 & -5.00 & rbf & 0.97 & 0.00 & 54 \\ +10.89 & 1.19 & 0.42 & 0.07 & 16 & 0.00 & -10.00 & rbf & 0.97 & 0.00 & 55 \\ +10.76 & 0.56 & 0.23 & 0.04 & 16 & 10.00 & -15.00 & rbf & 0.96 & 0.00 & 56 \\ +11.71 & 1.25 & 0.39 & 0.13 & 32 & 5.00 & -15.00 & rbf & 0.96 & 0.00 & 57 \\ +9.87 & 0.67 & 0.22 & 0.02 & 8 & 5.00 & -10.00 & rbf & 0.96 & 0.01 & 58 \\ +20.68 & 0.69 & 6.92 & 0.40 & 256 & -5.00 & -10.00 & rbf & 0.96 & 0.00 & 59 \\ +54.74 & 4.07 & 23.94 & 3.67 & 512 & -5.00 & -10.00 & rbf & 0.96 & 0.00 & 60 \\ +18.02 & 0.81 & 5.02 & 0.70 & 128 & -5.00 & -10.00 & rbf & 0.95 & 0.00 & 61 \\ +19.49 & 1.06 & 5.78 & 0.29 & 64 & 5.00 & -5.00 & rbf & 0.95 & 0.01 & 62 \\ +23.89 & 1.21 & 6.69 & 0.32 & 64 & 10.00 & -5.00 & rbf & 0.95 & 0.01 & 62 \\ +23.50 & 0.74 & 6.74 & 0.85 & 64 & 15.00 & -5.00 & rbf & 0.95 & 0.01 & 62 \\ +43.30 & 1.96 & 12.07 & 0.52 & 512 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 65 \\ +21.28 & 1.21 & 4.60 & 0.07 & 256 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 66 \\ +13.36 & 0.42 & 2.99 & 0.13 & 64 & -5.00 & -10.00 & rbf & 0.95 & 0.00 & 67 \\ +22.03 & 0.37 & 6.06 & 0.34 & 64 & 0.00 & -5.00 & rbf & 0.95 & 0.01 & 68 \\ +15.26 & 0.59 & 2.88 & 0.15 & 128 & 0.00 & -15.00 & rbf & 0.95 & 0.00 & 69 \\ +19.18 & 2.32 & 0.24 & 0.04 & 8 & 15.00 & -15.00 & rbf & 0.94 & 0.01 & 70 \\ +13.60 & 0.79 & 2.30 & 0.11 & 32 & -5.00 & -10.00 & rbf & 0.94 & 0.00 & 71 \\ +12.06 & 0.47 & 2.24 & 0.19 & 64 & 0.00 & -15.00 & rbf & 0.94 & 0.00 & 72 \\ +10.80 & 0.94 & 0.41 & 0.07 & 16 & 5.00 & -15.00 & rbf & 0.94 & 0.00 & 73 \\ +11.32 & 0.36 & 1.85 & 0.19 & 32 & 0.00 & -15.00 & rbf & 0.93 & 0.00 & 74 \\ +12.67 & 0.51 & 0.75 & 0.12 & 8 & 0.00 & -10.00 & rbf & 0.91 & 0.00 & 75 \\ +11.22 & 0.47 & 2.37 & 0.26 & 16 & -5.00 & -10.00 & rbf & 0.90 & 0.01 & 76 \\ +9.97 & 0.57 & 0.41 & 0.05 & 8 & 10.00 & -15.00 & rbf & 0.89 & 0.02 & 77 \\ +10.36 & 1.08 & 2.16 & 0.34 & 16 & 0.00 & -15.00 & rbf & 0.88 & 0.01 & 78 \\ +13.77 & 0.36 & 0.40 & 0.05 & 4 & 5.00 & -5.00 & rbf & 0.88 & 0.01 & 79 \\ +10.10 & 0.54 & 0.50 & 0.11 & 4 & 0.00 & -5.00 & rbf & 0.87 & 0.01 & 80 \\ +10.38 & 0.95 & 0.58 & 0.09 & 8 & 5.00 & -15.00 & rbf & 0.87 & 0.00 & 81 \\ +16.12 & 0.79 & 2.85 & 0.23 & 4 & 0.00 & 0.00 & rbf & 0.86 & 0.01 & 82 \\ +26.82 & 2.04 & 0.27 & 0.04 & 4 & 10.00 & -5.00 & rbf & 0.86 & 0.02 & 83 \\ +88.21 & 4.01 & 0.32 & 0.03 & 4 & 15.00 & -10.00 & rbf & 0.85 & 0.01 & 84 \\ +287.33 & 21.19 & 0.14 & 0.03 & 4 & 15.00 & -5.00 & rbf & 0.85 & 0.02 & 85 \\ +15.10 & 0.25 & 0.46 & 0.08 & 4 & 10.00 & -10.00 & rbf & 0.84 & 0.01 & 86 \\ +11.62 & 0.69 & 1.85 & 0.11 & 4 & -5.00 & -5.00 & rbf & 0.84 & 0.00 & 87 \\ +13.25 & 1.11 & 4.40 & 0.32 & 32 & -5.00 & -5.00 & rbf & 0.83 & 0.01 & 88 \\ +19.04 & 0.51 & 2.53 & 0.25 & 4 & 5.00 & 0.00 & rbf & 0.82 & 0.00 & 89 \\ +16.86 & 1.29 & 2.60 & 0.23 & 4 & 10.00 & 0.00 & rbf & 0.81 & 0.00 & 90 \\ +15.92 & 1.29 & 2.48 & 0.40 & 4 & 15.00 & 0.00 & rbf & 0.81 & 0.00 & 91 \\ +12.75 & 1.08 & 0.99 & 0.18 & 4 & 5.00 & -10.00 & rbf & 0.79 & 0.01 & 92 \\ +10.57 & 0.60 & 2.52 & 0.23 & 8 & -5.00 & -10.00 & rbf & 0.79 & 0.01 & 93 \\ +11.79 & 1.31 & 2.99 & 0.33 & 8 & 0.00 & -15.00 & rbf & 0.78 & 0.01 & 94 \\ +28.25 & 0.68 & 10.82 & 0.49 & 128 & 10.00 & -5.00 & rbf & 0.78 & 0.01 & 95 \\ +23.91 & 0.24 & 9.31 & 0.32 & 128 & 15.00 & -5.00 & rbf & 0.78 & 0.01 & 95 \\ +22.74 & 1.25 & 8.30 & 0.37 & 128 & 5.00 & -5.00 & rbf & 0.78 & 0.01 & 95 \\ +23.04 & 1.83 & 0.80 & 0.07 & 4 & 15.00 & -15.00 & rbf & 0.76 & 0.01 & 98 \\ +31.40 & 1.74 & 6.17 & 0.29 & 8 & 10.00 & 0.00 & rbf & 0.76 & 0.00 & 99 \\ +18.01 & 0.70 & 4.37 & 0.23 & 8 & 5.00 & 0.00 & rbf & 0.76 & 0.00 & 99 \\ +23.46 & 2.44 & 6.29 & 0.69 & 8 & 15.00 & 0.00 & rbf & 0.76 & 0.00 & 99 \\ +22.90 & 0.83 & 8.79 & 0.48 & 128 & 0.00 & -5.00 & rbf & 0.76 & 0.01 & 102 \\ +18.40 & 0.65 & 4.71 & 0.15 & 8 & 0.00 & 0.00 & rbf & 0.74 & 0.01 & 103 \\ +11.46 & 0.25 & 1.50 & 0.12 & 4 & 0.00 & -10.00 & rbf & 0.72 & 0.00 & 104 \\ +11.15 & 0.41 & 1.16 & 0.05 & 4 & 10.00 & -15.00 & rbf & 0.70 & 0.01 & 105 \\ +31.21 & 0.84 & 12.67 & 0.54 & 256 & 10.00 & -5.00 & rbf & 0.62 & 0.01 & 106 \\ +29.16 & 0.72 & 13.20 & 0.91 & 256 & 5.00 & -5.00 & rbf & 0.62 & 0.01 & 106 \\ +31.63 & 1.84 & 12.80 & 0.43 & 256 & 15.00 & -5.00 & rbf & 0.62 & 0.01 & 106 \\ +11.71 & 0.92 & 2.31 & 0.17 & 4 & 5.00 & -15.00 & rbf & 0.59 & 0.01 & 109 \\ +28.37 & 0.86 & 13.04 & 0.37 & 256 & 0.00 & -5.00 & rbf & 0.58 & 0.01 & 110 \\ +12.91 & 0.17 & 5.06 & 0.26 & 4 & -5.00 & 0.00 & rbf & 0.57 & 0.01 & 111 \\ +38.95 & 1.03 & 22.99 & 0.93 & 512 & 15.00 & -5.00 & rbf & 0.52 & 0.01 & 112 \\ +43.47 & 1.32 & 21.46 & 1.80 & 512 & 10.00 & -5.00 & rbf & 0.52 & 0.01 & 112 \\ +56.13 & 1.93 & 33.40 & 1.80 & 512 & 5.00 & -5.00 & rbf & 0.52 & 0.01 & 112 \\ +12.08 & 0.95 & 3.63 & 0.28 & 4 & -5.00 & -10.00 & rbf & 0.49 & 0.01 & 115 \\ +59.39 & 3.21 & 37.12 & 2.83 & 512 & 0.00 & -5.00 & rbf & 0.48 & 0.01 & 116 \\ +11.15 & 0.54 & 3.39 & 0.30 & 4 & 0.00 & -15.00 & rbf & 0.45 & 0.01 & 117 \\ +18.29 & 1.10 & 5.17 & 0.36 & 16 & 5.00 & 0.00 & rbf & 0.41 & 0.04 & 118 \\ +18.70 & 0.76 & 5.89 & 0.13 & 16 & 10.00 & 0.00 & rbf & 0.41 & 0.04 & 118 \\ +18.46 & 1.11 & 4.63 & 0.34 & 16 & 15.00 & 0.00 & rbf & 0.41 & 0.04 & 118 \\ +21.28 & 0.87 & 6.36 & 0.73 & 16 & 0.00 & 0.00 & rbf & 0.37 & 0.04 & 121 \\ +20.26 & 1.35 & 4.68 & 0.28 & 4 & 5.00 & 5.00 & rbf & 0.35 & 0.01 & 122 \\ +19.26 & 1.28 & 4.61 & 0.50 & 4 & 10.00 & 5.00 & rbf & 0.35 & 0.01 & 122 \\ +17.60 & 1.57 & 3.77 & 0.28 & 4 & 15.00 & 5.00 & rbf & 0.35 & 0.01 & 122 \\ +17.67 & 1.23 & 5.26 & 0.67 & 4 & 0.00 & 5.00 & rbf & 0.33 & 0.01 & 125 \\ +18.94 & 1.56 & 5.17 & 0.14 & 32 & 10.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +19.43 & 0.91 & 5.23 & 0.69 & 32 & 5.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +19.68 & 0.96 & 5.32 & 0.58 & 32 & 15.00 & 0.00 & rbf & 0.19 & 0.00 & 126 \\ +17.64 & 1.11 & 5.61 & 0.50 & 32 & 0.00 & 0.00 & rbf & 0.18 & 0.00 & 129 \\ +23.99 & 1.88 & 6.74 & 0.31 & 64 & 15.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +19.78 & 0.82 & 5.87 & 0.59 & 64 & 5.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +24.28 & 1.97 & 6.50 & 0.72 & 64 & 10.00 & 0.00 & rbf & 0.16 & 0.00 & 130 \\ +19.46 & 0.69 & 6.47 & 0.76 & 64 & 0.00 & 0.00 & rbf & 0.15 & 0.00 & 133 \\ +22.83 & 0.85 & 6.11 & 0.08 & 8 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 134 \\ +25.67 & 2.30 & 5.26 & 0.62 & 8 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 134 \\ +18.09 & 1.21 & 4.88 & 0.40 & 8 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 134 \\ +26.87 & 2.05 & 9.54 & 0.96 & 128 & 10.00 & 0.00 & rbf & 0.14 & 0.00 & 137 \\ +22.82 & 0.80 & 8.18 & 0.34 & 128 & 5.00 & 0.00 & rbf & 0.14 & 0.00 & 137 \\ +25.45 & 2.61 & 9.58 & 0.52 & 128 & 15.00 & 0.00 & rbf & 0.14 & 0.00 & 137 \\ +14.62 & 0.59 & 4.54 & 0.39 & 8 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 140 \\ +21.15 & 1.40 & 9.55 & 0.28 & 128 & 0.00 & 0.00 & rbf & 0.14 & 0.00 & 141 \\ +18.70 & 0.74 & 5.94 & 0.31 & 64 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +18.29 & 0.64 & 6.10 & 0.61 & 64 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +19.14 & 1.33 & 6.94 & 0.48 & 64 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +19.40 & 1.95 & 5.37 & 0.34 & 32 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +11.49 & 0.29 & 4.88 & 0.55 & 16 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +19.08 & 1.05 & 5.64 & 0.93 & 32 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +18.01 & 1.11 & 5.22 & 0.55 & 32 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +13.01 & 0.61 & 5.39 & 0.42 & 32 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +16.10 & 0.62 & 6.27 & 0.71 & 32 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +12.40 & 0.63 & 5.41 & 0.49 & 32 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +16.16 & 1.74 & 5.41 & 0.32 & 32 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +22.09 & 0.67 & 8.40 & 0.34 & 64 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +14.87 & 0.62 & 6.54 & 0.79 & 64 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +14.19 & 0.50 & 6.77 & 0.44 & 64 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 142 \\ +15.11 & 1.67 & 6.90 & 0.78 & 64 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +28.10 & 1.07 & 9.40 & 0.43 & 128 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +27.71 & 0.36 & 12.87 & 0.48 & 256 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +17.81 & 0.82 & 8.55 & 0.44 & 128 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 142 \\ +21.35 & 1.03 & 10.15 & 0.30 & 128 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +24.11 & 1.69 & 14.50 & 0.49 & 256 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +25.28 & 0.52 & 14.40 & 0.46 & 256 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +24.03 & 1.90 & 13.31 & 0.63 & 256 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +21.57 & 0.26 & 13.40 & 0.23 & 256 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 142 \\ +45.39 & 1.01 & 22.44 & 0.21 & 512 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +39.60 & 1.70 & 21.35 & 0.61 & 512 & 10.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +37.37 & 1.35 & 22.79 & 0.81 & 512 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +41.59 & 2.41 & 22.59 & 0.84 & 512 & 15.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +51.53 & 1.28 & 34.79 & 2.38 & 512 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +61.98 & 2.19 & 44.70 & 5.92 & 512 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +51.97 & 2.36 & 37.98 & 1.31 & 512 & -5.00 & -5.00 & rbf & 0.14 & 0.00 & 142 \\ +54.09 & 1.95 & 34.66 & 1.89 & 512 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +50.43 & 13.46 & 23.31 & 3.95 & 512 & 0.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +34.60 & 0.87 & 25.44 & 1.06 & 512 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +59.12 & 1.76 & 31.10 & 1.85 & 512 & 5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +58.71 & 2.68 & 24.94 & 0.90 & 512 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +14.93 & 0.19 & 6.10 & 0.33 & 64 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +23.19 & 0.99 & 8.43 & 0.42 & 128 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +22.54 & 0.35 & 8.50 & 0.09 & 128 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +28.93 & 1.50 & 12.57 & 0.59 & 256 & 10.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +27.90 & 0.85 & 16.03 & 0.28 & 256 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +25.92 & 1.36 & 13.94 & 1.43 & 256 & 0.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +28.25 & 0.66 & 13.30 & 1.44 & 256 & 5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +28.43 & 1.21 & 14.84 & 0.52 & 256 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +28.60 & 1.12 & 14.25 & 0.72 & 256 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +16.56 & 0.55 & 8.44 & 0.26 & 128 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +16.56 & 0.28 & 8.63 & 0.52 & 128 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +16.76 & 0.18 & 9.79 & 1.45 & 128 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +28.98 & 1.34 & 12.71 & 0.38 & 256 & 15.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +12.07 & 0.43 & 4.74 & 0.50 & 8 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +12.12 & 0.80 & 4.90 & 0.50 & 16 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +17.73 & 0.90 & 4.94 & 0.44 & 16 & 5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +12.43 & 0.77 & 4.76 & 0.41 & 4 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +14.85 & 0.74 & 5.38 & 0.50 & 4 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +12.12 & 0.91 & 5.04 & 0.45 & 16 & -5.00 & 0.00 & rbf & 0.14 & 0.00 & 142 \\ +20.29 & 1.26 & 5.73 & 0.74 & 16 & 10.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +11.72 & 0.21 & 4.94 & 0.22 & 8 & -5.00 & -15.00 & rbf & 0.14 & 0.00 & 142 \\ +18.29 & 1.29 & 4.66 & 0.41 & 16 & 15.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +12.07 & 0.86 & 4.80 & 0.71 & 8 & -5.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +16.08 & 1.41 & 5.43 & 0.94 & 16 & 0.00 & 5.00 & rbf & 0.14 & 0.00 & 142 \\ +\end{longtable} +\end{rlandscape} \ No newline at end of file diff --git a/latex/appendix/fine_grid_results_A_32.tex b/latex/appendix/fine_grid_results_A_32.tex new file mode 100644 index 0000000..a13c5d5 --- /dev/null +++ b/latex/appendix/fine_grid_results_A_32.tex @@ -0,0 +1,122 @@ + +\begin{rlandscape} +% \section*{Hasil Fine Grid Search} +\centering +\begin{longtable}{ + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth}} +\caption{Hasil \textit{Fine Grid-Search} Sensor A (PCA=32) diurutkan berdasarkan \textit{rank test score}} +\label{tab:fine grid results A} +\\ +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endfirsthead + +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endhead + +\midrule +\multicolumn{10}{r}{\textit{berlanjut di halaman berikutnya}} +\endfoot + +\bottomrule +\bottomrule +\endlastfoot + +% Start of table content +11.51 & 0.20 & 0.29 & 0.07 & 8.00 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +11.35 & 0.20 & 0.26 & 0.04 & 8.50 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +14.04 & 0.73 & 0.35 & 0.08 & 9.00 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +10.47 & 0.36 & 0.21 & 0.02 & 9.50 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +11.00 & 0.19 & 0.23 & 0.03 & 10.50 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +11.13 & 0.50 & 0.25 & 0.05 & 11.00 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +10.96 & 0.39 & 0.22 & 0.02 & 10.00 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +11.00 & 0.22 & 0.25 & 0.04 & 11.50 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +10.05 & 0.68 & 0.15 & 0.04 & 12.00 & -8.00 & rbf & 1.00 & 0.00 & 1 \\ +11.64 & 0.79 & 0.17 & 0.02 & 8.00 & -9.00 & rbf & 0.99 & 0.00 & 10 \\ +11.72 & 0.49 & 0.20 & 0.01 & 8.00 & -8.50 & rbf & 0.99 & 0.00 & 11 \\ +11.91 & 0.37 & 0.17 & 0.03 & 10.00 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +10.69 & 0.57 & 0.18 & 0.02 & 9.50 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +12.79 & 0.19 & 0.21 & 0.01 & 9.00 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +12.04 & 0.21 & 0.21 & 0.05 & 11.00 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +10.73 & 0.17 & 0.22 & 0.05 & 10.50 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +11.07 & 0.62 & 0.21 & 0.06 & 11.50 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +11.90 & 0.40 & 0.18 & 0.04 & 12.00 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +10.83 & 0.48 & 0.19 & 0.03 & 8.50 & -8.50 & rbf & 0.99 & 0.00 & 12 \\ +10.83 & 0.43 & 0.20 & 0.05 & 8.50 & -9.00 & rbf & 0.99 & 0.00 & 20 \\ +11.66 & 0.29 & 0.22 & 0.02 & 9.00 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +13.20 & 0.48 & 0.20 & 0.02 & 11.00 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +12.11 & 0.50 & 0.18 & 0.03 & 10.00 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +10.78 & 0.48 & 0.16 & 0.01 & 9.50 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +11.37 & 0.35 & 0.18 & 0.02 & 10.50 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +13.46 & 0.73 & 0.20 & 0.02 & 12.00 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +11.13 & 0.50 & 0.18 & 0.03 & 11.50 & -9.00 & rbf & 0.99 & 0.00 & 21 \\ +11.21 & 0.46 & 0.21 & 0.03 & 9.00 & -9.50 & rbf & 0.99 & 0.00 & 28 \\ +10.93 & 1.39 & 0.16 & 0.02 & 8.50 & -9.50 & rbf & 0.99 & 0.00 & 29 \\ +11.35 & 0.22 & 0.16 & 0.02 & 9.50 & -9.50 & rbf & 0.99 & 0.00 & 30 \\ +13.34 & 0.95 & 0.19 & 0.01 & 11.00 & -9.50 & rbf & 0.99 & 0.00 & 31 \\ +11.74 & 0.72 & 0.18 & 0.04 & 10.50 & -9.50 & rbf & 0.99 & 0.00 & 31 \\ +14.65 & 0.45 & 0.21 & 0.04 & 12.00 & -9.50 & rbf & 0.99 & 0.00 & 31 \\ +11.41 & 0.80 & 0.17 & 0.04 & 11.50 & -9.50 & rbf & 0.99 & 0.00 & 31 \\ +12.80 & 0.94 & 0.20 & 0.06 & 8.50 & -11.50 & rbf & 0.99 & 0.00 & 35 \\ +11.17 & 0.33 & 0.17 & 0.04 & 10.00 & -9.50 & rbf & 0.99 & 0.00 & 36 \\ +15.20 & 0.66 & 0.19 & 0.04 & 9.50 & -12.00 & rbf & 0.99 & 0.00 & 37 \\ +11.93 & 0.84 & 0.21 & 0.05 & 10.50 & -10.00 & rbf & 0.99 & 0.00 & 37 \\ +10.62 & 0.21 & 0.14 & 0.01 & 10.00 & -10.00 & rbf & 0.99 & 0.00 & 39 \\ +11.53 & 0.57 & 0.15 & 0.02 & 9.00 & -11.50 & rbf & 0.99 & 0.00 & 40 \\ +11.73 & 0.14 & 0.17 & 0.02 & 11.00 & -10.50 & rbf & 0.99 & 0.00 & 41 \\ +12.91 & 1.20 & 0.15 & 0.03 & 12.00 & -11.00 & rbf & 0.99 & 0.00 & 41 \\ +11.08 & 0.53 & 0.18 & 0.05 & 9.50 & -10.00 & rbf & 0.99 & 0.00 & 43 \\ +11.17 & 0.32 & 0.16 & 0.02 & 8.00 & -10.50 & rbf & 0.99 & 0.00 & 44 \\ +11.45 & 0.62 & 0.17 & 0.03 & 8.00 & -9.50 & rbf & 0.99 & 0.00 & 45 \\ +11.25 & 0.34 & 0.15 & 0.03 & 10.00 & -12.00 & rbf & 0.99 & 0.00 & 46 \\ +11.58 & 0.19 & 0.19 & 0.05 & 11.50 & -10.50 & rbf & 0.99 & 0.00 & 47 \\ +11.53 & 0.28 & 0.15 & 0.02 & 11.50 & -11.00 & rbf & 0.99 & 0.00 & 48 \\ +12.31 & 1.04 & 0.20 & 0.02 & 11.00 & -10.00 & rbf & 0.99 & 0.00 & 49 \\ +11.49 & 0.54 & 0.19 & 0.03 & 10.50 & -10.50 & rbf & 0.99 & 0.00 & 49 \\ +13.31 & 1.17 & 0.19 & 0.01 & 9.50 & -11.50 & rbf & 0.99 & 0.00 & 51 \\ +13.78 & 0.61 & 0.24 & 0.03 & 12.00 & -10.00 & rbf & 0.99 & 0.00 & 52 \\ +10.78 & 0.44 & 0.17 & 0.03 & 11.50 & -10.00 & rbf & 0.99 & 0.00 & 52 \\ +11.03 & 0.14 & 0.15 & 0.02 & 8.00 & -11.50 & rbf & 0.99 & 0.00 & 54 \\ +12.36 & 1.21 & 0.14 & 0.01 & 8.50 & -10.00 & rbf & 0.99 & 0.00 & 55 \\ +11.25 & 0.54 & 0.16 & 0.04 & 10.50 & -12.00 & rbf & 0.99 & 0.00 & 56 \\ +11.56 & 0.84 & 0.17 & 0.03 & 9.00 & -12.00 & rbf & 0.99 & 0.00 & 57 \\ +11.44 & 0.41 & 0.17 & 0.02 & 9.00 & -10.00 & rbf & 0.99 & 0.00 & 58 \\ +11.88 & 0.68 & 0.15 & 0.02 & 9.00 & -11.00 & rbf & 0.99 & 0.00 & 59 \\ +12.35 & 1.43 & 0.18 & 0.03 & 12.00 & -10.50 & rbf & 0.99 & 0.00 & 60 \\ +10.89 & 0.17 & 0.17 & 0.01 & 10.00 & -10.50 & rbf & 0.99 & 0.00 & 61 \\ +10.95 & 0.37 & 0.14 & 0.01 & 10.00 & -11.50 & rbf & 0.99 & 0.00 & 62 \\ +10.82 & 0.49 & 0.19 & 0.04 & 9.50 & -10.50 & rbf & 0.99 & 0.00 & 63 \\ +11.50 & 0.29 & 0.17 & 0.02 & 10.50 & -11.50 & rbf & 0.99 & 0.00 & 64 \\ +11.41 & 0.31 & 0.17 & 0.04 & 9.50 & -11.00 & rbf & 0.99 & 0.00 & 64 \\ +11.56 & 0.38 & 0.15 & 0.02 & 11.50 & -12.00 & rbf & 0.99 & 0.00 & 66 \\ +11.47 & 0.55 & 0.19 & 0.04 & 10.50 & -11.00 & rbf & 0.99 & 0.00 & 66 \\ +13.02 & 0.60 & 0.17 & 0.04 & 8.50 & -10.50 & rbf & 0.99 & 0.00 & 66 \\ +11.64 & 0.06 & 0.16 & 0.03 & 11.50 & -11.50 & rbf & 0.99 & 0.00 & 66 \\ +11.95 & 0.27 & 0.17 & 0.02 & 11.00 & -12.00 & rbf & 0.99 & 0.00 & 70 \\ +11.08 & 0.49 & 0.16 & 0.03 & 8.00 & -10.00 & rbf & 0.99 & 0.00 & 70 \\ +12.28 & 0.59 & 0.15 & 0.01 & 12.00 & -11.50 & rbf & 0.99 & 0.00 & 70 \\ +11.46 & 0.36 & 0.15 & 0.02 & 11.00 & -11.00 & rbf & 0.99 & 0.00 & 73 \\ +11.19 & 0.58 & 0.20 & 0.05 & 9.00 & -10.50 & rbf & 0.99 & 0.00 & 74 \\ +12.88 & 0.29 & 0.16 & 0.02 & 8.50 & -12.00 & rbf & 0.99 & 0.00 & 75 \\ +10.91 & 0.09 & 0.14 & 0.01 & 10.00 & -11.00 & rbf & 0.99 & 0.00 & 76 \\ +11.80 & 0.22 & 0.16 & 0.02 & 11.00 & -11.50 & rbf & 0.99 & 0.00 & 77 \\ +11.41 & 0.18 & 0.18 & 0.02 & 12.00 & -12.00 & rbf & 0.99 & 0.00 & 78 \\ +10.92 & 0.12 & 0.17 & 0.03 & 8.00 & -12.00 & rbf & 0.99 & 0.00 & 79 \\ +14.04 & 0.35 & 0.19 & 0.03 & 8.50 & -11.00 & rbf & 0.99 & 0.01 & 80 \\ +10.82 & 0.20 & 0.18 & 0.03 & 8.00 & -11.00 & rbf & 0.98 & 0.02 & 81 \\ +\end{longtable} +\end{rlandscape} \ No newline at end of file diff --git a/latex/appendix/fine_grid_results_B_16.tex b/latex/appendix/fine_grid_results_B_16.tex new file mode 100644 index 0000000..fef12b7 --- /dev/null +++ b/latex/appendix/fine_grid_results_B_16.tex @@ -0,0 +1,121 @@ + +\begin{rlandscape} +\centering +\begin{longtable}{ + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth} + p{0.1\textwidth}} +\caption{Hasil \textit{Fine Grid-Search} Sensor B (PCA=16) diurutkan berdasarkan \textit{rank test score}} +\label{tab:fine grid results A} +\\ +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endfirsthead + +\toprule +\toprule +mean fit time & std fit time & mean score time & std score time & param svc C & param svc gamma & param svc kernel & mean test score & std test score & rank test score \\ +\midrule +\endhead + +\midrule +\multicolumn{10}{r}{\textit{berlanjut di halaman berikutnya}} +\endfoot + +\bottomrule +\bottomrule +\endlastfoot + +% Start of table content +15.05 & 2.17 & 0.51 & 0.10 & 3.00 & -5.50 & rbf & 0.99 & 0.00 & 1 \\ +15.58 & 0.88 & 0.66 & 0.16 & 3.00 & -5.00 & rbf & 0.99 & 0.00 & 1 \\ +17.69 & 1.83 & 0.86 & 0.18 & 3.50 & -5.00 & rbf & 0.99 & 0.00 & 1 \\ +17.31 & 2.43 & 0.81 & 0.27 & 4.00 & -5.00 & rbf & 0.99 & 0.00 & 4 \\ +14.79 & 1.40 & 1.23 & 0.21 & 3.00 & -4.50 & rbf & 0.99 & 0.00 & 5 \\ +16.52 & 1.10 & 0.58 & 0.21 & 3.50 & -5.50 & rbf & 0.99 & 0.00 & 6 \\ +15.97 & 2.50 & 0.42 & 0.12 & 3.00 & -6.00 & rbf & 0.99 & 0.00 & 7 \\ +17.13 & 1.43 & 1.42 & 0.29 & 3.50 & -4.50 & rbf & 0.99 & 0.00 & 8 \\ +15.20 & 1.24 & 0.53 & 0.16 & 4.00 & -5.50 & rbf & 0.99 & 0.00 & 9 \\ +17.55 & 2.71 & 1.51 & 0.44 & 4.00 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +13.33 & 0.43 & 1.04 & 0.12 & 5.00 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +14.88 & 0.76 & 1.17 & 0.10 & 4.50 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +15.24 & 1.19 & 1.12 & 0.22 & 5.50 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +15.48 & 1.94 & 1.15 & 0.08 & 6.00 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +15.71 & 1.53 & 1.30 & 0.17 & 7.00 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +17.31 & 1.39 & 1.49 & 0.16 & 6.50 & -4.50 & rbf & 0.99 & 0.00 & 10 \\ +14.48 & 1.24 & 0.47 & 0.15 & 4.00 & -6.00 & rbf & 0.99 & 0.00 & 17 \\ +13.91 & 1.43 & 0.33 & 0.07 & 4.00 & -6.50 & rbf & 0.99 & 0.00 & 18 \\ +14.88 & 0.72 & 0.45 & 0.08 & 4.50 & -5.50 & rbf & 0.99 & 0.00 & 18 \\ +14.17 & 0.99 & 0.64 & 0.05 & 5.00 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +14.58 & 0.84 & 0.70 & 0.02 & 4.50 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +13.31 & 0.80 & 0.68 & 0.14 & 7.00 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +19.03 & 2.56 & 0.68 & 0.17 & 6.00 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +14.79 & 1.28 & 0.68 & 0.05 & 5.50 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +17.23 & 1.01 & 0.77 & 0.09 & 6.50 & -5.00 & rbf & 0.99 & 0.00 & 20 \\ +13.35 & 1.06 & 0.23 & 0.05 & 4.50 & -7.00 & rbf & 0.99 & 0.00 & 26 \\ +15.12 & 1.35 & 0.26 & 0.05 & 5.00 & -7.00 & rbf & 0.99 & 0.00 & 27 \\ +13.77 & 0.96 & 0.40 & 0.07 & 5.00 & -6.00 & rbf & 0.99 & 0.00 & 27 \\ +13.31 & 0.72 & 0.31 & 0.05 & 4.50 & -6.50 & rbf & 0.99 & 0.00 & 29 \\ +14.02 & 0.96 & 0.28 & 0.04 & 3.50 & -7.00 & rbf & 0.99 & 0.00 & 29 \\ +13.48 & 1.41 & 0.39 & 0.10 & 5.00 & -6.50 & rbf & 0.99 & 0.00 & 29 \\ +15.94 & 3.48 & 0.36 & 0.12 & 3.00 & -6.50 & rbf & 0.99 & 0.00 & 29 \\ +14.91 & 0.68 & 0.38 & 0.03 & 3.50 & -6.50 & rbf & 0.99 & 0.00 & 33 \\ +19.28 & 3.10 & 0.30 & 0.07 & 3.00 & -7.00 & rbf & 0.99 & 0.00 & 34 \\ +13.49 & 0.87 & 0.23 & 0.06 & 4.00 & -7.00 & rbf & 0.99 & 0.00 & 35 \\ +13.84 & 0.70 & 0.48 & 0.05 & 5.00 & -5.50 & rbf & 0.99 & 0.00 & 36 \\ +16.10 & 0.82 & 0.50 & 0.13 & 3.50 & -6.00 & rbf & 0.99 & 0.00 & 37 \\ +14.78 & 1.20 & 0.61 & 0.06 & 5.50 & -5.50 & rbf & 0.99 & 0.00 & 38 \\ +16.82 & 2.34 & 0.52 & 0.12 & 6.00 & -5.50 & rbf & 0.99 & 0.00 & 38 \\ +14.90 & 1.36 & 0.46 & 0.06 & 6.50 & -5.50 & rbf & 0.99 & 0.00 & 38 \\ +12.47 & 0.28 & 0.41 & 0.03 & 7.00 & -5.50 & rbf & 0.99 & 0.00 & 38 \\ +14.96 & 0.84 & 0.25 & 0.02 & 6.00 & -7.00 & rbf & 0.99 & 0.00 & 42 \\ +13.57 & 1.58 & 0.38 & 0.11 & 4.50 & -6.00 & rbf & 0.99 & 0.00 & 43 \\ +17.85 & 1.20 & 0.26 & 0.04 & 5.50 & -7.00 & rbf & 0.99 & 0.00 & 44 \\ +17.20 & 0.40 & 0.41 & 0.05 & 5.50 & -6.50 & rbf & 0.99 & 0.00 & 45 \\ +18.66 & 1.06 & 0.58 & 0.06 & 6.00 & -6.00 & rbf & 0.99 & 0.00 & 46 \\ +16.02 & 0.88 & 0.39 & 0.12 & 6.00 & -6.50 & rbf & 0.99 & 0.00 & 47 \\ +14.46 & 1.11 & 0.24 & 0.05 & 6.50 & -7.00 & rbf & 0.99 & 0.00 & 48 \\ +13.45 & 1.56 & 0.39 & 0.05 & 6.50 & -6.50 & rbf & 0.99 & 0.00 & 49 \\ +13.74 & 1.04 & 0.21 & 0.03 & 7.00 & -7.00 & rbf & 0.99 & 0.00 & 50 \\ +15.99 & 1.92 & 1.70 & 0.27 & 3.50 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +15.82 & 1.46 & 1.69 & 0.19 & 5.50 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +14.77 & 0.73 & 1.63 & 0.17 & 5.00 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +16.90 & 0.93 & 1.99 & 0.20 & 4.50 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +17.19 & 1.39 & 1.73 & 0.16 & 6.50 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +18.28 & 1.01 & 2.04 & 0.42 & 7.00 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +14.20 & 1.10 & 1.50 & 0.10 & 6.00 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +16.36 & 2.05 & 1.91 & 0.40 & 3.00 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +16.89 & 0.94 & 1.79 & 0.41 & 4.00 & -4.00 & rbf & 0.99 & 0.00 & 51 \\ +12.72 & 0.90 & 0.31 & 0.07 & 7.00 & -6.50 & rbf & 0.99 & 0.00 & 60 \\ +15.35 & 2.01 & 0.43 & 0.07 & 5.50 & -6.00 & rbf & 0.99 & 0.00 & 61 \\ +14.36 & 0.67 & 0.41 & 0.05 & 6.50 & -6.00 & rbf & 0.99 & 0.00 & 62 \\ +13.48 & 0.75 & 0.36 & 0.06 & 7.00 & -6.00 & rbf & 0.99 & 0.00 & 63 \\ +15.55 & 0.98 & 2.57 & 0.25 & 6.00 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +16.90 & 2.86 & 3.15 & 0.54 & 3.50 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +20.47 & 0.65 & 3.69 & 0.67 & 4.50 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +17.26 & 2.11 & 3.20 & 0.25 & 4.00 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +16.86 & 1.06 & 2.80 & 0.35 & 3.00 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +16.37 & 0.57 & 2.73 & 0.23 & 5.50 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +15.84 & 1.13 & 2.65 & 0.22 & 6.50 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +18.78 & 1.67 & 2.97 & 0.92 & 7.00 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +16.36 & 0.32 & 3.23 & 0.69 & 5.00 & -3.50 & rbf & 0.99 & 0.00 & 64 \\ +17.62 & 0.96 & 3.91 & 0.46 & 6.00 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +18.16 & 0.90 & 4.26 & 0.21 & 5.50 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +21.16 & 1.28 & 4.15 & 0.45 & 4.50 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +20.53 & 2.31 & 4.70 & 0.50 & 5.00 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +19.49 & 0.88 & 3.72 & 0.96 & 3.50 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +18.95 & 0.97 & 4.17 & 0.30 & 3.00 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +19.88 & 1.32 & 3.57 & 0.35 & 4.00 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +17.70 & 1.30 & 3.50 & 0.29 & 6.50 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +17.71 & 2.48 & 2.51 & 0.12 & 7.00 & -3.00 & rbf & 0.98 & 0.00 & 73 \\ +\end{longtable} +\end{rlandscape} \ No newline at end of file