Journal of Translational Medicine

Table 3 Confusion matrices of 9 models

From: Comparison and development of machine learning tools in the prediction of chronic kidney disease progression

Confusion matrix	Actual	Prediction
Confusion matrix	Actual	Uprotein ≤ 1.0 mg/24 h	Uprotein > 1.0 mg/24 h
LR	Uprotein ≤ 1.0 mg/24 h	37	8
LR	Uprotein > 1.0 mg/24 h	12	54
Elastic Net	Uprotein ≤ 1.0 mg/24 h	38	7
Elastic Net	Uprotein > 1.0 mg/24 h	14	52
Lasso	Uprotein ≤ 1.0 mg/24 h	38	7
Lasso	Uprotein > 1.0 mg/24 h	14	52
Ridge	Uprotein ≤ 1.0 mg/24 h	37	8
Ridge	Uprotein > 1.0 mg/24 h	14	51
SVM	Uprotein ≤ 1.0 mg/24 h	37	8
SVM	Uprotein > 1.0 mg/24 h	13	53
RF	Uprotein ≤ 1.0 mg/24 h	37	8
RF	Uprotein > 1.0 mg/24 h	14	52
k-NN	Uprotein ≤ 1.0 mg/24 h	33	12
k-NN	Uprotein > 1.0 mg/24 h	17	49
NN	Uprotein ≤ 1.0 mg/24 h	37	8
NN	Uprotein > 1.0 mg/24 h	14	52
XGBoost	Uprotein ≤ 1.0 mg/24 h	37	8
XGBoost	Uprotein > 1.0 mg/24 h	11	55

Back to article page

ISSN: 1479-5876

Contact us

Submission enquiries: Access here and click Contact Us
General enquiries: info@biomedcentral.com