add: TP1/2

2026-01-14 20:59:57 +01:00 · 2025-03-26 11:36:59 +01:00
parent e1ec07b5c7
commit 448a06d948
2 changed files with 57 additions and 47 deletions
--- a/Methods/TP1.ipynb
+++ b/Methods/TP1.ipynb
@@ -3,8 +3,8 @@
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+     "end_time": "2025-03-25T10:54:41.599150Z",
+     "start_time": "2025-03-25T10:54:40.565727Z"
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@@ -27,8 +27,8 @@
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-     "start_time": "2025-03-24T13:03:31.143091Z"
+     "end_time": "2025-03-25T10:54:41.610056Z",
+     "start_time": "2025-03-25T10:54:41.606741Z"
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@@ -42,13 +42,13 @@
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   "id": "initial_id",
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+   "execution_count": 2
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-     "end_time": "2025-03-24T13:03:31.465476Z",
-     "start_time": "2025-03-24T13:03:31.458190Z"
+     "end_time": "2025-03-25T10:54:42.273536Z",
+     "start_time": "2025-03-25T10:54:42.268267Z"
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@@ -64,13 +64,13 @@
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+   "execution_count": 3
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-     "end_time": "2025-03-24T13:03:31.969965Z",
-     "start_time": "2025-03-24T13:03:31.873313Z"
+     "end_time": "2025-03-25T10:54:42.767856Z",
+     "start_time": "2025-03-25T10:54:42.638591Z"
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@@ -100,13 +100,13 @@
     "output_type": "display_data"
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-   "execution_count": 18
+   "execution_count": 4
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-     "end_time": "2025-03-24T13:03:40.685245Z",
-     "start_time": "2025-03-24T13:03:40.677482Z"
+     "end_time": "2025-03-25T10:54:43.351276Z",
+     "start_time": "2025-03-25T10:54:43.345778Z"
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@@ -122,13 +122,13 @@
   ],
   "id": "57527c2e5eb6d17d",
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+   "execution_count": 5
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-     "end_time": "2025-03-24T13:03:41.177015Z",
-     "start_time": "2025-03-24T13:03:41.027624Z"
+     "end_time": "2025-03-25T10:54:44.080895Z",
+     "start_time": "2025-03-25T10:54:43.982842Z"
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@@ -159,7 +159,7 @@
     "output_type": "display_data"
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+   "execution_count": 6
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@@ -170,8 +170,8 @@
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+     "end_time": "2025-03-25T10:54:45.274127Z",
+     "start_time": "2025-03-25T10:54:45.270681Z"
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@@ -185,13 +185,13 @@
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-   "execution_count": 41
+   "execution_count": 7
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-     "end_time": "2025-03-24T13:14:57.036853Z",
-     "start_time": "2025-03-24T13:14:57.033785Z"
+     "end_time": "2025-03-25T10:54:45.743525Z",
+     "start_time": "2025-03-25T10:54:45.739660Z"
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@@ -207,13 +207,13 @@
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   "id": "a32f0facb958a1a0",
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-   "execution_count": 42
+   "execution_count": 8
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-     "end_time": "2025-03-24T13:14:57.487407Z",
-     "start_time": "2025-03-24T13:14:57.484369Z"
+     "end_time": "2025-03-25T10:54:46.330864Z",
+     "start_time": "2025-03-25T10:54:46.325559Z"
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@@ -231,13 +231,13 @@
   ],
   "id": "ca061c36b09f7200",
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-   "execution_count": 43
+   "execution_count": 9
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-     "end_time": "2025-03-24T13:14:57.869526Z",
-     "start_time": "2025-03-24T13:14:57.865654Z"
+     "end_time": "2025-03-25T10:54:46.819777Z",
+     "start_time": "2025-03-25T10:54:46.815301Z"
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@@ -257,13 +257,13 @@
   ],
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-   "execution_count": 44
+   "execution_count": 10
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-     "end_time": "2025-03-24T13:14:58.376791Z",
-     "start_time": "2025-03-24T13:14:58.220423Z"
+     "end_time": "2025-03-25T10:54:47.675843Z",
+     "start_time": "2025-03-25T10:54:47.573186Z"
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@@ -298,13 +298,13 @@
     "output_type": "display_data"
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-   "execution_count": 45
+   "execution_count": 11
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-     "end_time": "2025-03-24T13:22:36.716443Z",
-     "start_time": "2025-03-24T13:22:36.310338Z"
+     "end_time": "2025-03-25T10:54:48.871101Z",
+     "start_time": "2025-03-25T10:54:48.363979Z"
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   "cell_type": "code",
@@ -356,7 +356,7 @@
     "output_type": "display_data"
    }
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-   "execution_count": 48
+   "execution_count": 12
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  {
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@@ -367,8 +367,8 @@
  {
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    "ExecuteTime": {
-     "end_time": "2025-03-24T13:04:29.473273Z",
-     "start_time": "2025-03-24T13:04:29.469482Z"
+     "end_time": "2025-03-25T10:54:51.471808Z",
+     "start_time": "2025-03-25T10:54:51.467799Z"
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   "cell_type": "code",
@@ -384,13 +384,13 @@
   ],
   "id": "4484c71f50b8e691",
   "outputs": [],
-   "execution_count": 28
+   "execution_count": 13
  },
  {
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    "ExecuteTime": {
-     "end_time": "2025-03-24T13:46:24.490267Z",
-     "start_time": "2025-03-24T13:46:24.315085Z"
+     "end_time": "2025-03-25T10:54:52.163532Z",
+     "start_time": "2025-03-25T10:54:51.982495Z"
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   "cell_type": "code",
@@ -444,7 +444,15 @@
     "output_type": "display_data"
    }
   ],
-   "execution_count": 53
+   "execution_count": 14
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": "",
+   "id": "e770cb3923a39dcf"
  }
 ],
 "metadata": {
--- a/Methods/TP2.ipynb
+++ b/Methods/TP2.ipynb
@@ -17,8 +17,8 @@
  {
   "metadata": {
    "ExecuteTime": {
-     "end_time": "2025-03-24T14:45:40.568860Z",
-     "start_time": "2025-03-24T14:45:37.895550Z"
+     "end_time": "2025-03-24T15:16:27.015669Z",
+     "start_time": "2025-03-24T15:16:23.856887Z"
    }
   },
   "cell_type": "code",
@@ -42,6 +42,7 @@
    "    accuracies.append(accuracy_score(y_test, y_pred))\n",
    "\n",
    "print(f'Mean Accuracy: {np.mean(accuracies) * 100:.0f}%')\n",
+    "print(f'STD Accuracy: {np.std(accuracies) * 100:.0f}%')\n",
    "print(f\"Max accuracy: {np.max(accuracies) * 100:.0f}%\")\n",
    "print(f\"Min accuracy: {np.min(accuracies) * 100:.0f}%\")"
   ],
@@ -51,13 +52,14 @@
     "name": "stdout",
     "output_type": "stream",
     "text": [
-      "Mean Accuracy: 92%\n",
-      "Max accuracy: 96%\n",
-      "Min accuracy: 86%\n"
+      "Mean Accuracy: 94%\n",
+      "STD Accuracy: 3%\n",
+      "Max accuracy: 100%\n",
+      "Min accuracy: 88%\n"
     ]
    }
   ],
-   "execution_count": 28
+   "execution_count": 33
  },
  {
   "metadata": {