回归算法实例四:波士顿房屋租赁价格预测
import numpy as np import matplotlib as mpl import matplotlib.pyplot as plt import pandas as pd import warnings import sklearn from sklearn.linear_model import LinearRegression, LassoCV, RidgeCV, ElasticNetCV from sklearn.preprocessing import PolynomialFeatures from sklearn.pipeline import Pipeline from sklearn.linear_model.coordinate_descent import ConvergenceWarning from sklearn.model_selection import train_test_split from sklearn.preprocessing import StandardScaler from sklearn.grid_search import GridSearchCV from sklearn import metrics def notEmpty(s): return s != '' # 加载数据 names = ['CRIM'