PYTHON机器学习算法
Maro_13th
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1.1 回归-线性回归
机器学习之-线性回归sklean库的api# -*- coding:utf-8 -*-# @author Marcoprint (__doc__)import matplotlib.pyplot as pltimport numpy as npfrom sklearn import datasets,linear_model,cross_validationdef lo...原创 2018-05-01 08:20:23 · 544 阅读 · 0 评论 -
1.2 线性回归-Ridge回归
线性回归-Rige回归# -*- coding:utf-8 -*-"""回归模型1.2 Ridge regressionauthor :marco"""print (__doc__)import matplotlib.pyplot as pltimport numpy as npfrom sklearn import datasets,linear_model,cross...原创 2018-05-02 08:52:01 · 334 阅读 · 0 评论 -
1.3 线性回归-Lasso回归
线性回归-Lasso回归# -*- coding: utf-8 -*-"""auhtor:Marcoalgorithm name :Lasso Regression"""print (__doc__)import numpy as npfrom sklearn import cross_validation,linear_model,datasetsdef load_dat...原创 2018-05-02 09:16:54 · 386 阅读 · 0 评论 -
感知机
来源于机器学习import numpy as npclass Perceptron(object): """Perceptron classifier. Parameters ------------ eta : float Learning rate (between 0.0 and 1.0) n_iter : int Passe...原创 2018-07-26 09:21:20 · 410 阅读 · 0 评论 -
机器学习-特征选择sbs
序列向后特征选择from itertools import combinationsimport numpy as npfrom sklearn.metrics import accuracy_scorefrom sklearn.model_selection import train_test_splitclass SBS(): def __init__(self, e...原创 2018-08-09 10:01:37 · 1834 阅读 · 0 评论
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