Final Code - 4 Approaches

SVM with cost sensitive function SVM with cost sensitive function - Popping/locking dropped DT with sampling DT without sampling - AdaBoost
papurac · Apr 16, 2023 · b97b64ea625925c13e8fc5cf794318d9b20ab1e8 · b97b64e
1 parent 147b88b
commit b97b64ea625925c13e8fc5cf794318d9b20ab1e8
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diff --git a/.ipynb_checkpoints/Dissertation-Copy1-checkpoint.ipynb b/.ipynb_checkpoints/Dissertation-Copy1-checkpoint.ipynb
diff --git a/.ipynb_checkpoints/Final Code - Decision Tree - No sampling-checkpoint.ipynb b/.ipynb_checkpoints/Final Code - Decision Tree - No sampling-checkpoint.ipynb
@@ -2576,7 +2576,7 @@
    ],
    "source": [
     "\"\"\"\n",
-    "MODEL 3: Decision Tree with AdaBoost\n",
+    "MODEL 1: Decision Tree with AdaBoost\n",
     "\"\"\"\n",
     "from sklearn.ensemble import AdaBoostClassifier\n",
     "\n",
@@ -2620,7 +2620,7 @@
    ],
    "source": [
     "\"\"\"\n",
-    "MODEL 4: Decision Tree C4.5 and AdaBoost\n",
+    "MODEL 2: Decision Tree C4.5 and AdaBoost\n",
     "\"\"\"\n",
     "dt = DecisionTreeClassifier(criterion='entropy', max_depth=5)\n",
     "ada = AdaBoostClassifier(base_estimator=dt)\n",
@@ -2690,7 +2690,7 @@
    ],
    "source": [
     "\"\"\"\n",
-    "MODEL 5: OVO with Decision Tree and AdaBoost\n",
+    "MODEL 3: OVO with Decision Tree and AdaBoost\n",
     "\"\"\"\n",
     "from sklearn.multiclass import OneVsOneClassifier\n",
     "\n",
@@ -2763,7 +2763,7 @@
    ],
    "source": [
     "\"\"\"\n",
-    "MODEL 6: OVO with Decision Tree C4.5 and AdaBoost\n",
+    "MODEL 4: OVO with Decision Tree C4.5 and AdaBoost\n",
     "\"\"\"\n",
     "dt = DecisionTreeClassifier(criterion='entropy', max_depth=5)\n",
     "ada = AdaBoostClassifier(base_estimator=dt)\n",

diff --git a/...de - Decision Tree-SMOTE-checkpoint.ipynb → ...n Tree - Random Sampling-checkpoint.ipynb b/...de - Decision Tree-SMOTE-checkpoint.ipynb → ...n Tree - Random Sampling-checkpoint.ipynb
diff --git a/.ipynb_checkpoints/Final Code - Decision Tree-Copy1-checkpoint.ipynb b/.ipynb_checkpoints/Final Code - Decision Tree-Copy1-checkpoint.ipynb
diff --git a/.ipynb_checkpoints/Final Code - SVM - No sampling - Drom column-checkpoint.ipynb b/.ipynb_checkpoints/Final Code - SVM - No sampling - Drom column-checkpoint.ipynb
diff --git a/...e - SVM - No sampling - Drom column.ipynb → ...pping and Locking column-checkpoint.ipynb b/...e - SVM - No sampling - Drom column.ipynb → ...pping and Locking column-checkpoint.ipynb
diff --git a/.ipynb_checkpoints/SMOTE - OVO - Decision Tree-checkpoint.ipynb b/.ipynb_checkpoints/SMOTE - OVO - Decision Tree-checkpoint.ipynb