#Instructions for how to use: Welcome to fetal prediction! To use this dashboard, first input all the data from the ctg into the respective columns on the left. Then on the right you can see the top five features that contribute to the prediction, the predicted fetal health, and the correlation matrix.
Colors: #B66681 #FFFFFF #F0E2E2
'baseline value'- FHR baseline (beats per minute)
'accelerations'- Number of accelerations per second
'fetal_movement'- Number of fetal movements per second
'uterine_contractions'- Number of uterine contractions per second
'light_decelerations'- Number of light decelerations per second
'severe_decelerations'- Number of severe decelerations per second
'prolongued_decelerations'- Number of prolonged decelerations per second
'abnormal_short_term_variability'- Percentage of time with abnormal short term variability
'mean_value_of_short_term_variability'- Mean value of short term variability
'percentage_of_time_with_abnormal_long_term_variability'- Percentage of time with abnormal long term variability
'mean_value_of_long_term_variability'- Mean value of long term variability
'histogram_width'- Width of FHR histogram
'histogram_min'- Minimum (low frequency) of FHR histogram
'histogram_max'- Maximum (high frequency) of FHR histogram
'histogram_number_of_peaks'- Number of histogram peaks
'histogram_number_of_zeroes'- Number of histogram zeros
'histogram_mode'- Histogram mode
'histogram_mean'- Histogram mean
'histogram_median'- Histogram median
'histogram_variance'- Histogram variance
'histogram_tendency'- Histogram tendency
'fetal_health' Tagged as 1 (Normal), 2 (Suspect) and 3 (Pathological)