Machine Learning for Healthcare Analytics Projects

Splitting the dataset

Now let's split the dataset by performing the following steps:

1. First, we need to import the algorithms from the sklearn library, in order to work with the dataset as follows:

from sklearn.neighbors import KNeighborsClassifierfrom sklearn.neural_network import MLPClassifierfrom sklearn.gaussian_process import GaussianProcessClassifierfrom sklearn.gaussian_process.kernels import RBFfrom sklearn.tree import DecisionTreeClassifierfrom sklearn.ensemble import RandomForestClassifier, AdaBoostClassifierfrom sklearn.naive_bayes import GaussianNBfrom sklearn.svm import SVCfrom sklearn.metrics import classification_report, accurac

To learn more about these algorithms, it is recommended that you take a look at the sklearn documentation ...