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Remove redundant comment

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This commit is contained in:
Aurélien Geron
2021-12-08 15:16:42 +13:00
parent 146e6fc062
commit 3552690321
6 changed files with 25 additions and 32 deletions
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14
05_support_vector_machines.ipynb
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@@ -91,8 +91,8 @@
"plt.rc('font', size=14)\n",
"plt.rc('axes', labelsize=14, titlesize=14)\n",
"plt.rc('legend', fontsize=14)\n",
"plt.rc('xtick',labelsize=10)\n",
"plt.rc('ytick',labelsize=10)"
"plt.rc('xtick', labelsize=10)\n",
"plt.rc('ytick', labelsize=10)"
]
},
{
@@ -185,7 +185,7 @@
" plt.scatter(svs[:, 0], svs[:, 1], s=180, facecolors='#AAA',\n",
" zorder=-1)\n",
"\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10,2.7), sharey=True)\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10, 2.7), sharey=True)\n",
"\n",
"plt.sca(axes[0])\n",
"plt.plot(x0, pred_1, \"g--\", linewidth=2)\n",
@@ -231,7 +231,7 @@
"X_scaled = scaler.fit_transform(Xs)\n",
"svm_clf_scaled = SVC(kernel=\"linear\", C=100).fit(X_scaled, ys)\n",
"\n",
"plt.figure(figsize=(9,2.7))\n",
"plt.figure(figsize=(9, 2.7))\n",
"plt.subplot(121)\n",
"plt.plot(Xs[:, 0][ys==1], Xs[:, 1][ys==1], \"bo\")\n",
"plt.plot(Xs[:, 0][ys==0], Xs[:, 1][ys==0], \"ms\")\n",
@@ -281,7 +281,7 @@
"svm_clf2 = SVC(kernel=\"linear\", C=10**9)\n",
"svm_clf2.fit(Xo2, yo2)\n",
"\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10,2.7), sharey=True)\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10, 2.7), sharey=True)\n",
"\n",
"plt.sca(axes[0])\n",
"plt.plot(Xo1[:, 0][yo1==1], Xo1[:, 1][yo1==1], \"bs\")\n",
@@ -393,7 +393,7 @@
"svm_clf1.support_vectors_ = X[support_vectors_idx1]\n",
"svm_clf2.support_vectors_ = X[support_vectors_idx2]\n",
"\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10,2.7), sharey=True)\n",
"fig, axes = plt.subplots(ncols=2, figsize=(10, 2.7), sharey=True)\n",
"\n",
"plt.sca(axes[0])\n",
"plt.plot(X[:, 0][y==1], X[:, 1][y==1], \"g^\", label=\"Iris virginica\")\n",
@@ -1121,7 +1121,7 @@
"sgd_clf.support_vectors_ = X[support_vectors_idx]\n",
"sgd_clf.C = C\n",
"\n",
"plt.figure(figsize=(5.5,3.2))\n",
"plt.figure(figsize=(5.5, 3.2))\n",
"plt.plot(X[:, 0][yr==1], X[:, 1][yr==1], \"g^\")\n",
"plt.plot(X[:, 0][yr==0], X[:, 1][yr==0], \"bs\")\n",
"plot_svc_decision_boundary(sgd_clf, 4, 6)\n",