KPD Study - Logistic Regression
3D Decision Surface Visualization • 4 Aβ Groups • N = 655
655
Total Patients
4
Groups
30.5%
Test Accuracy
0.278
F1-Score
12.03
Mean T1D GRS2
7.78%
Mean HbA1c
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Model Information
Algorithm
Logistic Regression
Multi-class
One-vs-Rest
Solver
LBFGS
Train Acc
37.2%
Test Acc
30.5%
Class Distribution
Group A-β-
43 (6.6%)
Group A-β+
41 (6.3%)
Group A+β-
419 (64.0%)
Group A+β+
152 (23.2%)
Predictors
T1D GRS2 Range
3.77 - 16.78
T1D GRS2 Mean ± SD
12.03 ± 2.17
HbA1c Range
4.80 - 15.90%
HbA1c Mean ± SD
7.78 ± 1.75%