Update app.py
Browse files
app.py
CHANGED
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@@ -27,6 +27,7 @@ def getColorMap(kernel, gamma):
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Z = clf.decision_function(np.c_[xx.ravel(), yy.ravel()])
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Z = Z.reshape(xx.shape)
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plt.imshow(
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Z,
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interpolation="nearest",
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@@ -34,7 +35,7 @@ def getColorMap(kernel, gamma):
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aspect="auto",
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origin="lower",
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cmap=plt.cm.PuOr_r,
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-
)
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contours = plt.contour(xx, yy, Z, levels=[0], linewidths=2, linestyles="dashed")
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plt.scatter(X[:, 0], X[:, 1], s=30, c=Y, cmap=plt.cm.Paired, edgecolors='k')
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plt.title(f"Decision function for Non-Linear SVC with the {kernel} kernel and '{gamma}' gamma ", fontsize='14') #title
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Z = clf.decision_function(np.c_[xx.ravel(), yy.ravel()])
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Z = Z.reshape(xx.shape)
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plt.figure(figsize=(5, 5))
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plt.imshow(
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Z,
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interpolation="nearest",
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aspect="auto",
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origin="lower",
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cmap=plt.cm.PuOr_r,
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+
)
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contours = plt.contour(xx, yy, Z, levels=[0], linewidths=2, linestyles="dashed")
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plt.scatter(X[:, 0], X[:, 1], s=30, c=Y, cmap=plt.cm.Paired, edgecolors='k')
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plt.title(f"Decision function for Non-Linear SVC with the {kernel} kernel and '{gamma}' gamma ", fontsize='14') #title
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