Ubiquitous Communications and Network Computing by Navin Kumar & R. Venkatesha Prasad

Author:Navin Kumar & R. Venkatesha Prasad
Language: eng
Format: epub
ISBN: 9783030206154
Publisher: Springer International Publishing

Target Feature Identification

After pre-processing, all the parameter columns except prediction field is considered as the features. Prediction column is taken as the target.

Step-1 Load the libraries and patient parameters data

Step-2 Reading input parameter data

This input CSV file is read into python using the Jupyter integrated development environment. As shown in Figs. 4 and 5. The Fig. 5 shows the list of parameters data such as patient weight, age, cl grade, buck teeth, mallampati score are inputs to the system and prediction column shows prediction outcome of airway is difficult or easy for selected 20 patients.

Fig. 4.Load the pre-processed patient parameters data

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