[Python] Error "could not convert string to float: 'INLAND'"

Discussão em 'Python' iniciado por Stack, Fevereiro 12, 2025.

  1. Stack

    Stack Membro Participativo

    I'm doing a project on housing price prediction using machine learning, and want to submit it to a private firm for an application.

    I am working in the Jupiter notebook for this project, but I am unable to fix the bugs regarding conversion for word strings to numerical data

    from sklearn.model_selection import train_test_split
    X_train,X_test, Y_train, Y_test= train_test_split(X,
    Y,
    test_size=0.2,
    random_state=0)
    from sklearn.preprocessing import StandardScaler
    independent_scalar = StandardScaler()
    X_train = independent_scalar.fit_transform (X_train) #fit and transform
    X_test = independent_scalar.transform (X_test) # only transform
    print(X_train)


    I am expecting a training set data to be completely numerical

    Continue reading...

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