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Added presentation and some more hyperparameter runs

master
Tuan-Dat Tran 2021-06-08 21:29:05 +00:00
parent 0ece59605a
commit 60a48ce49c
3 changed files with 191 additions and 15 deletions
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1-first-project/Slides/IUI_MP1_Presentation.pptx → 1-first-project/Slides/IUI_MP1_Presentation-0.pptx
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1-first-project/Slides/IUI_MP1_Presentation-1.pptx Normal file
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1-first-project/tdt/Hyperparameter.ipynb
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@ -3,7 +3,7 @@
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@ -52,7 +52,7 @@
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@ -73,7 +73,7 @@
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@ -97,7 +97,7 @@
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@ -111,7 +111,7 @@
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@ -138,7 +138,7 @@
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@ -174,7 +174,7 @@
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@ -197,7 +197,7 @@
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@ -218,7 +218,7 @@
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@ -230,7 +230,7 @@
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{
@ -715,7 +715,183 @@
" Dense Count 1: 2\n",
" Dense Neurons 1: 600\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 2400\n"
" Dense Neurons 2: 2400\n",
"Accuracy: 77.48\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 600\n",
"Accuracy: 78.17\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 1200\n",
"Accuracy: 78.35\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 1800\n",
"Accuracy: 78.19\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 2400\n",
"Accuracy: 78.38\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 600\n",
"Accuracy: 77.83\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 1200\n",
"Accuracy: 78.21\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 1800\n",
"Accuracy: 78.31\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 2400\n",
"Accuracy: 78.23\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 600\n",
"Accuracy: 78.54\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 1200\n",
"Accuracy: 78.53\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 1800\n",
"Accuracy: 78.14\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1200\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 2400\n",
"Accuracy: 77.81\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 600\n",
"Accuracy: 78.81\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 1200\n",
"Accuracy: 78.33\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 1800\n",
"Accuracy: 78.43\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 1\n",
" Dense Neurons 2: 2400\n",
"Accuracy: 78.58\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 600\n",
"Accuracy: 78.42\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 1200\n",
"Accuracy: 78.58\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 1800\n",
"Accuracy: 78.44\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 2\n",
" Dense Neurons 2: 2400\n",
"Accuracy: 78.18\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 600\n",
"Accuracy: 78.42\n",
"Testing with: Threshold: 70\n",
" Leeway: 0\n",
" Epoch: 20\n",
" Dense Count 1: 2\n",
" Dense Neurons 1: 1800\n",
" Dense Count 2: 3\n",
" Dense Neurons 2: 1200\n"
]
}
],
@ -756,7 +932,7 @@
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@ -766,7 +942,7 @@
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