PregVital Dashboard

Total Data: 410 pengukuran

Ringkasan Akurasi (RMSE) Semua Parameter

Heart Rate (bpm)

24.928

RMSE

MAE: 15.4
Bias: -2.776
R²: -1.8739

SpO2 (%)

4.988

RMSE

MAE: 1.844
Bias: -53.232
R²: 0.0302

Temperature (°C)

40.708

RMSE

MAE: 6.074
Bias: -5.567
R²: -0.0165

Systolic BP (mmHg)

26.493

RMSE

MAE: 17.995
Bias: 1.327
R²: -0.5983

Diastolic BP (mmHg)

14.586

RMSE

MAE: 11.171
Bias: -5.829
R²: -1.257

Respiratory Rate (/min)

17.435

RMSE

MAE: 7.937
Bias: -3.415
R²: -0.083

HRV (ms)

71.91

RMSE

MAE: 58.246
Bias: 57.495
R²: -15.3487

Langkah (step)

72.059

RMSE

MAE: 58.722
Bias: 49.307
R²: -1.3915

Jarak (m)

47.552

RMSE

MAE: 40.123
Bias: 35.271
R²: -2.0613

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	92.07	89.29	-2.776	15.4	24.928	-1.8739	Perlu Kalibrasi
SpO2	%	98.15	44.92	-53.232	1.844	4.988	0.0302	Baik
Temperature	°C	41.51	35.95	-5.567	6.074	40.708	-0.0165	Perlu Kalibrasi
Systolic BP	mmHg	106.6	107.92	+1.327	17.995	26.493	-0.5983	Perlu Kalibrasi
Diastolic BP	mmHg	75.58	69.75	-5.829	11.171	14.586	-1.257	Cukup
Respiratory Rate	/min	21.37	17.95	-3.415	7.937	17.435	-0.083	Perlu Kalibrasi
HRV	ms	16.39	73.88	+57.495	58.246	71.91	-15.3487	Perlu Kalibrasi
Langkah	step	39.12	88.43	+49.307	58.722	72.059	-1.3915	Perlu Kalibrasi
Jarak	m	22.45	57.73	+35.271	40.123	47.552	-2.0613	Perlu Kalibrasi