November 2019
Intermediate to advanced
346 pages
9h 36m
English
To localize an entity based on the Wi-Fi signal using machine learning, observe the following steps:
import pandas as pddf = pd.read_csv("wifi_localization.txt", sep="\t", header=None)df = df.rename(columns={7: "room"})
from sklearn.model_selection import train_test_splitdf_train, df_test = train_test_split(df)
y_train = df_train.pop("room").valuesy_test = df_test.pop("room").valuesX_train = df_train.valuesX_test = df_test.values
from sklearn.ensemble import ...