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Versicolor instead of Versicolour

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Aurélien Geron
2017-02-17 14:47:18 +01:00
parent df5905884b
commit fc6fd7e610
3 changed files with 11 additions and 11 deletions
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10
05_support_vector_machines.ipynb
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@@ -100,9 +100,9 @@
"X = iris[\"data\"][:, (2, 3)] # petal length, petal width\n",
"y = iris[\"target\"]\n",
"\n",
"setosa_or_versicolour = (y == 0) | (y == 1)\n",
"X = X[setosa_or_versicolour]\n",
"y = y[setosa_or_versicolour]\n",
"setosa_or_versicolor = (y == 0) | (y == 1)\n",
"X = X[setosa_or_versicolor]\n",
"y = y[setosa_or_versicolor]\n",
"\n",
"# SVM Classifier model\n",
"svm_clf = SVC(kernel=\"linear\", C=float(\"inf\"))\n",
@@ -150,7 +150,7 @@
"plt.plot(x0, pred_1, \"g--\", linewidth=2)\n",
"plt.plot(x0, pred_2, \"m-\", linewidth=2)\n",
"plt.plot(x0, pred_3, \"r-\", linewidth=2)\n",
"plt.plot(X[:, 0][y==1], X[:, 1][y==1], \"bs\", label=\"Iris-Versicolour\")\n",
"plt.plot(X[:, 0][y==1], X[:, 1][y==1], \"bs\", label=\"Iris-Versicolor\")\n",
"plt.plot(X[:, 0][y==0], X[:, 1][y==0], \"yo\", label=\"Iris-Setosa\")\n",
"plt.xlabel(\"Petal length\", fontsize=14)\n",
"plt.ylabel(\"Petal width\", fontsize=14)\n",
@@ -373,7 +373,7 @@
"plt.figure(figsize=(12,3.2))\n",
"plt.subplot(121)\n",
"plt.plot(X[:, 0][y==1], X[:, 1][y==1], \"g^\", label=\"Iris-Virginica\")\n",
"plt.plot(X[:, 0][y==0], X[:, 1][y==0], \"bs\", label=\"Iris-Versicolour\")\n",
"plt.plot(X[:, 0][y==0], X[:, 1][y==0], \"bs\", label=\"Iris-Versicolor\")\n",
"plot_svc_decision_boundary(svm_clf1, 4, 6)\n",
"plt.xlabel(\"Petal length\", fontsize=14)\n",
"plt.ylabel(\"Petal width\", fontsize=14)\n",