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xgb_california_house_demo

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albedan commited on May 23, 2022

Commit

85cfe87

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1 Parent(s): bbd046c

Update app.py

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app.py CHANGED Viewed

@@ -3,7 +3,7 @@ import pandas as pd
 import gradio as gr
 from sklearn.model_selection import train_test_split
-train = pd.read_csv('california_housing_train.csv', nrows = 10000)
 train['total_bedrooms'].fillna(train['total_bedrooms'].mean(), inplace=True)
 train.drop('households', axis=1, inplace=True)
 train.drop('total_rooms', axis=1, inplace=True)

 import gradio as gr
 from sklearn.model_selection import train_test_split
+train = pd.read_csv('california_housing_train.csv') ## https://developers.google.com/machine-learning/crash-course/california-housing-data-description
 train['total_bedrooms'].fillna(train['total_bedrooms'].mean(), inplace=True)
 train.drop('households', axis=1, inplace=True)
 train.drop('total_rooms', axis=1, inplace=True)