Titanic 数据集是从 kaggle下载的,下载地址:https://www.kaggle.com/c/titanic/data 数据一共又3个文件,分别是:train.csv,test.csv,gender_submission.csv 先把需要视同的库导入: import os import datetime import operator import numpy as np import pandas as pd import xgboost as xgb from sklearn.…
Titanic 数据集是从 kaggle下载的,下载地址:https://www.kaggle.com/c/titanic/data 数据一共又3个文件,分别是:train.csv,test.csv,gender_submission.csv 先把需要视同的库导入: import os import datetime import operator import numpy as np import pandas as pd import xgboost as xgb from sklearn.…
作者:匿名用户链接:https://www.zhihu.com/question/52992079/answer/156294774来源:知乎著作权归作者所有.商业转载请联系作者获得授权,非商业转载请注明出处. (sklearn官方指南:Choosing the right estimator) 0)选择合适的机器学习算法 All models are wrong, but some models are useful. — George Box (Box and Draper 1987) 根据…
Recently, I was writing module of feature engineering, i found two excellently packages -- tsfresh and sklearn. tsfresh has been specialized for data of time series, tsfresh mainly include two modules, feature extract, and feature select: from tsfres…
Explaining Titanic hypothesis with decision trees decision trees are very simple yet powerful supervised learning methods, which constructs a decision tree model, which will be used to make predictions. The main advantage of this model is that a huma…
Text classifcation with Naïve Bayes In this section we will try to classify newsgroup messages using a dataset that can be retrieved from within scikit-learn. This dataset consists of around 19,000 newsgroup messages from 20 different topics ranging…
