将机器学习实战这本书涉及的大部分代码用python3写了一遍.zip

Repealing "Don't Ask, Don't Tell" After Military Review and Certification -- Yea --------> Democratic confidence: 0.961538 Prohibiting Use of Federal Funds For Planned Parenthood -- Nay --------> Democratic confidence: 0.951351 Mine Safety Act -- Yea --------> Democratic confidence: 0.981308 Prohibiting Use of Federal Funds For Planned Parenthood -- Nay --------> Repealing the Health Care Bill -- Nay confidence: 0.962162 Prohibiting Federal Funding of National Public Radio -- Yea --------> Repealing the Health Care Bill -- Yea confidence: 1.000000 Mine Safety Act -- Yea --------> Science and Technology Funding -- Yea confidence: 0.962617 Prohibiting Federal Funding of National Public Radio -- Yea --------> Terminating the Home Affordable Modification Program -- Yea confidence: 0.973684 Repealing the Health Care Bill -- Yea --------> Terminating the Home Affordable Modification Program -- Yea confidence: 0.963265 Repealing the Health Care Bill -- Nay --------> Democratic confidence: 0.978836 Unemployment Benefits Extension -- Yea --------> "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.962963 Prohibiting Federal Funding of National Public Radio -- Yea --------> Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.964912 Prohibiting Use of Federal Funds For Planned Parenthood -- Yea --------> Terminating the Home Affordable Modification Program -- Yea confidence: 0.950000 Repealing "Don't Ask, Don't Tell" After Military Review and Certification -- Nay --------> Prohibiting 2010- 2011 Congressional Cost-of-Living Pay Increase -- Yea confidence: 0.953608 Prohibiting Use of Federal Funds For Planned Parenthood -- Yea --------> Republican confidence: 0.954167 Science and Technology Funding -- Yea --------> "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.961832 Mine Safety Act -- Nay --------> Prohibiting 2010- 2011 Congressional Cost-of-Living Pay Increase -- Yea confidence: 0.963351 Repealing the Health Care Bill -- Yea --------> Republican confidence: 0.983673 Mine Safety Act -- Yea --------> "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.985981 Repealing the Health Care Bill -- Nay --------> Prohibiting Federal Funding of National Public Radio -- Nay confidence: 0.962963 Mine Safety Act -- Yea --------> Unemployment Benefits Extension -- Yea confidence: 0.957944 Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican confidence: 0.995614 Prohibiting Use of Federal Funds For Planned Parenthood -- Yea --------> Repealing the Health Care Bill -- Yea confidence: 0.970833 Repealing the Health Care Bill -- Yea --------> Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.951020 Repealing "Don't Ask, Don't Tell" After Military Review and Certification -- Yea --------> "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.957265 Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Repealing the Health Care Bill -- Yea confidence: 0.995614 Prohibiting Federal Funding of National Public Radio -- Yea --------> Repealing the Health Care Bill -- Yea Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.964912 Prohibiting Use of Federal Funds For Planned Parenthood -- Nay --------> Repealing the Health Care Bill -- Nay Democratic confidence: 0.951351 Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.960526 Prohibiting Federal Funding of National Public Radio -- Yea --------> Repealing the Health Care Bill -- Yea Terminating the Home Affordable Modification Program -- Yea confidence: 0.973684 Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Terminating the Home Affordable Modification Program -- Yea confidence: 0.969298 Repealing the Health Care Bill -- Yea --------> Republican Terminating the Home Affordable Modification Program -- Yea confidence: 0.951020 Mine Safety Act -- Yea --------> Democratic "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.967290 Prohibiting Use of Federal Funds For Planned Parenthood -- Yea --------> Republican Repealing the Health Care Bill -- Yea confidence: 0.954167 Repealing the Health Care Bill -- Yea Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Terminating the Home Affordable Modification Program -- Yea confidence: 0.969298 Prohibiting Federal Funding of National Public Radio -- Yea Terminating the Home Affordable Modification Program -- Yea --------> Republican Repealing the Health Care Bill -- Yea confidence: 0.995495 Republican Prohibiting Federal Funding of National Public Radio -- Yea --------> Repealing the Health Care Bill -- Yea Terminating the Home Affordable Modification Program -- Yea confidence: 0.973568 Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Repealing the Health Care Bill -- Yea Terminating the Home Affordable Modification Program -- Yea confidence: 0.969298 Prohibiting the Use of Federal Funds for NASCAR Sponsorships -- Nay Prohibiting Federal Funding of National Public Radio -- Yea --------> Republican Repealing the Health Care Bill -- Yea confidence: 1.000000 Republican Prohibiting the Use of Federal Funds for NASCAR Sponsorships -- Nay --------> Repealing the Health Care Bill -- Yea Prohibiting Federal Funding of National Public Radio -- Yea confidence: 0.952153 Reducing Federal Funding of the US Institute of Peace -- Yea Prohibiting Federal Funding of National Public Radio -- Yea --------> Repealing the Health Care Bill -- Yea Terminating the Home Affordable Modification Program -- Yea confidence: 0.972093 Repealing the Health Care Bill -- Yea Removing Troops from Afghanistan -- Nay --------> Republican Prohibiting Federal Funding of National Public Radio -- Yea confidence: 0.951111 Prohibiting Federal Funding of National Public Radio -- Yea Removing Troops from Afghanistan -- Nay --------> Republican Repealing the Health Care Bill -- Yea confidence: 0.995349 Republican Removing Troops from Afghanistan -- Nay --------> Repealing the Health Care Bill -- Yea Prohibiting Federal Funding of National Public Radio -- Yea confidence: 0.968326 Prohibiting Federal Funding of National Public Radio -- Yea Removing Troops from Afghanistan -- Nay --------> Repealing the Health Care Bill -- Yea Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.967442 Mine Safety Act -- Yea Repealing "Don't Ask, Don't Tell" After Military Review and Certification -- Yea --------> Democratic Science and Technology Funding -- Yea confidence: 0.964467 Prohibiting Federal Funding of National Public Radio -- Yea Terminating the Home Affordable Modification Program -- Yea --------> Repealing the Health Care Bill -- Yea Prohibiting Use of Federal Funds For Planned Parenthood -- Yea confidence: 0.968468 Prohibiting Federal Funding of National Public Radio -- Yea Prohibiting Use of Federal Funds For Planned Parenthood -- Yea --------> Repealing the Health Care Bill -- Yea Terminating the Home Affordable Modification Program -- Yea confidence: 0.977273 Unemployment Benefits Extension -- Yea Mine Safety Act -- Yea --------> Democratic "Whistleblower Protection" for Offshore Oil Workers -- Yea confidence: 0.965854