PregVital Dashboard

Total Data: 344 pengukuran

Ringkasan Akurasi (RMSE) Semua Parameter

Heart Rate (bpm)

26.914

RMSE

MAE: 17.116
Bias: -3.18
R²: -2.0829

SpO2 (%)

5.389

RMSE

MAE: 1.936
Bias: -63.381
R²: 0.0393

Temperature (°C)

44.382

RMSE

MAE: 7.016
Bias: -6.635
R²: -0.0198

Systolic BP (mmHg)

27.864

RMSE

MAE: 18.587
Bias: -1.279
R²: -0.5391

Diastolic BP (mmHg)

15.571

RMSE

MAE: 12.16
Bias: -7.759
R²: -1.3875

Respiratory Rate (/min)

18.254

RMSE

MAE: 8.378
Bias: -3.099
R²: -0.0733

HRV (ms)

74.284

RMSE

MAE: 62.177
Bias: 61.933
R²: -19.1123

Langkah (step)

77.442

RMSE

MAE: 66.32
Bias: 59.314
R²: -2.0208

Jarak (m)

51.017

RMSE

MAE: 44.343
Bias: 40.224
R²: -2.5487

Tabel Statistik Perbandingan Aktual vs Estimasi

Parameter	Satuan	Rata² Aktual	Rata² Estimasi	Bias (est−akt)	MAE Mean Abs Error	RMSE Root Mean Sq Err	R² Koef. Determinasi	Interpretasi
Heart Rate	bpm	92.84	89.66	-3.18	17.116	26.914	-2.0829	Perlu Kalibrasi
SpO2	%	98.11	34.73	-63.381	1.936	5.389	0.0393	Baik
Temperature	°C	42.51	35.87	-6.635	7.016	44.382	-0.0198	Perlu Kalibrasi
Systolic BP	mmHg	107	105.72	-1.279	18.587	27.864	-0.5391	Perlu Kalibrasi
Diastolic BP	mmHg	76.35	68.59	-7.759	12.16	15.571	-1.3875	Perlu Kalibrasi
Respiratory Rate	/min	21.26	18.16	-3.099	8.378	18.254	-0.0733	Perlu Kalibrasi
HRV	ms	12.79	74.72	+61.933	62.177	74.284	-19.1123	Perlu Kalibrasi
Langkah	step	29.88	89.19	+59.314	66.32	77.442	-2.0208	Perlu Kalibrasi
Jarak	m	18.15	58.37	+40.224	44.343	51.017	-2.5487	Perlu Kalibrasi