Update app.py
Browse files
app.py
CHANGED
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@@ -45,7 +45,7 @@ def make_plot(alpha,max_iter,Standardize):
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clf = SGDClassifier(alpha=alpha, max_iter=max_iter).fit(X, y)
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accuracy = clf.score(X,y)
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acc = f'
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ax = plt.gca()
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DecisionBoundaryDisplay.from_estimator(
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clf,
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@@ -112,7 +112,7 @@ with gr.Blocks(title=title) as demo:
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gr.Markdown(model_card)
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d0 = gr.Slider(0.001,5,step=0.001,value=0.001,label='alpha')
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d1 = gr.Slider(1,
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d2 = gr.Checkbox(value=True,label='Standardize')
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btn =gr.Button(value='Submit')
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clf = SGDClassifier(alpha=alpha, max_iter=max_iter).fit(X, y)
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accuracy = clf.score(X,y)
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acc = f'### The Accuracy on the entire dataset: {accuracy}'
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ax = plt.gca()
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DecisionBoundaryDisplay.from_estimator(
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clf,
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gr.Markdown(model_card)
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d0 = gr.Slider(0.001,5,step=0.001,value=0.001,label='alpha')
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d1 = gr.Slider(1,1001,step=10,value=100,label='max_iter')
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d2 = gr.Checkbox(value=True,label='Standardize')
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btn =gr.Button(value='Submit')
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