Fetal Health Classification from Cardiotocograph for Both Stages of Labor—A Soft-Computing-Based Approach

. 2023 Feb 23;13(5):858. doi: 10.3390/diagnostics13050858

Algorithm 1: FHR Classsification using Random Forest

Input:

S_{i} \subseteq {(d_{1}, y_{1}), \dots ., (d_{n}, y_{n})}

Step1: Perform row and column sampling

Step2: Decision tree

D T_{i}

for each

S_{i}

Step3: Prediction

P_{i}

\leftarrow

output of each

S_{i}

Output:

P \leftarrow

majority vote of

P_{1}, \dots ., P_{i}