.

Author: bansalrishi

04. Density Based Clustering.ipynb

@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 67,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 68,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -41,7 +41,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 71,
    "metadata": {},
    "outputs": [
     {
@@ -76,15 +76,13 @@
     "X = StandardScaler().fit_transform(X)\n",
     "\n",
     "db = DBSCAN(eps=0.5, min_samples=15).fit(X)\n",
-    "core_samples_mask = np.zeros_like(db.labels_, dtype=bool)\n",
-    "core_samples_mask[db.core_sample_indices_] = True\n",
     "labels = db.labels_\n",
     "print(labels)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 70,
    "metadata": {},
    "outputs": [
     {