November 2019
Intermediate to advanced
346 pages
9h 36m
English
In the following steps, we'll train and test a classifier on IoT network information:
import pandas as pdimport ostraining_data = pd.read_csv("iot_devices_train.csv")testing_data = pd.read_csv("iot_devices_test.csv")
The data contains 298 features, as shown in the following screenshot:

X_train, y_train = ( training_data.loc[:, training_data.columns != "device_category"].values, training_data["device_category"],)X_test, y_test = ( testing_data.loc[:, testing_data.columns != "device_category"].values, ...