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Fix incorrect assigned variable in UPDATED_House_price_predictions.ipynb #62

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Fix incorrect assigned variable in UPDATED_House_price_predictions.ipynb #62

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3 changes: 1 addition & 2 deletions Chapter_03_Linear_Regression/UPDATED_House_price_predictions.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -233,7 +233,6 @@
}
],
"source": [
"import pandas as pd\n",
"file_path = 'Hyderabad.csv'\n",
"data = pd.read_csv(file_path)\n",
"data.head()"
Expand Down Expand Up @@ -365,7 +364,7 @@
"source": [
"# Predict prices for a range of Area values to plot the regression line\n",
"area_range = np.linspace(X.min(), X.max(), 100).reshape(-1, 1)\n",
"predicted_prices = model.predict(area_range)\n",
"predicted_prices = simple_model.predict(area_range)\n",
"\n",
"# Plot the original data points\n",
"plt.scatter(X, y, color='blue', label='Data Points')\n",
Expand Down