Neural Network Playground

Fetal Health Classification

Loading dataset...

Control Panel

Current Epoch0

Dataset

Loading fetal_health.csv...

Hyperparameters

Learning Rate

0.0100

Activation Function

Regularization

Network Architecture

+15

Input21

8

+2

Hidden 1

4

Hidden 2

Output3

Train Loss

0.0000

Test Loss

0.0000

Train Accuracy

0.0%

Test Accuracy

0.0%

Loss Over Time

Start training to see metrics

Accuracy Over Time

Start training to see metrics

Feature Selection

/

baseline value

accelerations

fetal movement

uterine contractions

light decelerations

severe decelerations

prolongued decelerations

abnormal short term variability

mean value of short term variability

percentage of time with abnormal long term variability

mean value of long term variability

histogram width

histogram min

histogram max

histogram number of peaks

histogram number of zeroes

histogram mode

histogram mean

histogram median

histogram variance

histogram tendency

21 / 21 features selected

This playground was developed as part of the Practical Training Program in Artificial Intelligence for Healthcare Professionals, organized for the first time by Nexgene AI