https://pedroazambuja.medium.com/adaboost-adaptive-boosting-dbbec150fced

Author: ManJ-PC

Adaboost.ipynb

@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 1,
       "metadata": {
         "id": "WLpfCn9XJqu7"
       },
@@ -30,7 +30,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 2,
       "metadata": {
         "id": "fq-a--cbJqu9"
       },
@@ -50,7 +50,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 3,
       "metadata": {
         "id": "V9n-GkRzJqu9"
       },
@@ -77,7 +77,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 4,
       "metadata": {
         "id": "lyqqo0fXJqu-"
       },
@@ -99,7 +99,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 5,
       "metadata": {
         "id": "RHBpWTBTJqu-"
       },
@@ -121,7 +121,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 6,
       "metadata": {
         "id": "1SANz_9cJqu_"
       },
@@ -143,25 +143,28 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 7,
       "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
         "id": "xi2r0G_IJqu_",
-        "outputId": "86c9dd4c-5007-4701-d705-ddf07749c9c0"
+        "outputId": "10abb273-aa72-4b92-9a45-edb4cf7071ba"
       },
       "outputs": [
         {
-          "name": "stdout",
           "output_type": "stream",
+          "name": "stdout",
           "text": [
             "Matriz de Confusão sem Adaboost:\n",
-            "[[18  0  0]\n",
-            " [ 0  0 24]\n",
-            " [ 0  0 18]]\n",
+            "[[16  0  0]\n",
+            " [ 0 19  0]\n",
+            " [ 0 25  0]]\n",
             "Matriz de Confusão sem Adaboost:\n",
-            "[[18  0  0]\n",
-            " [ 0 18  6]\n",
-            " [ 0  0 18]]\n",
-            "Acurácia sem Adaboost: 0.6\n",
+            "[[16  0  0]\n",
+            " [ 0 19  0]\n",
+            " [ 0  6 19]]\n",
+            "Acurácia sem Adaboost: 0.5833333333333334\n",
             "Acurácia com Adaboost: 0.9\n"
           ]
         }
@@ -199,7 +202,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 8,
       "metadata": {
         "id": "kz1O13DKJqvA"
       },
@@ -220,20 +223,23 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 9,
       "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
         "id": "nVedkP3qJqvA",
-        "outputId": "56de05f5-6c6a-4148-aa46-f4bb751aa875"
+        "outputId": "2599414f-1929-4bf0-956e-cd43bfd48c41"
       },
       "outputs": [
         {
-          "name": "stdout",
           "output_type": "stream",
+          "name": "stdout",
           "text": [
             "Matriz de Confusão do SVC com Adaboost:\n",
-            "[[18  0  0]\n",
-            " [ 0 22  2]\n",
-            " [ 0  0 18]]\n",
+            "[[16  0  0]\n",
+            " [ 0 18  1]\n",
+            " [ 0  1 24]]\n",
             "Acurácia do SVC com Adaboost: 0.9666666666666667\n"
           ]
         }