What does AUC = 0.85 mean?

AUC of 0.85 means the model correctly ranks a random positive above a random negative 85% of the time. Above 0.9 is excellent; 0.7-0.9 is acceptable.

How do I compare two ROC curves?

Use the DeLong method to compute a z-statistic for the difference in AUC values and derive a p-value for statistical significance.

ROC AUC Interpretation Calculator

Interpret ROC AUC scores, compute confidence intervals via DeLong method, and compare two classifiers statistically.

Networking

Algorithms

Binary & Number

Systems

Dev Metrics

IP Subnet Calculator

IP Address

CIDR Prefix

Network

192.168.1.0

Broadcast

192.168.1.255

Subnet Mask

255.255.255.0

First Host

192.168.1.1

Last Host

192.168.1.254

Usable Hosts

254

Binary breakdown:

IP: 11000000.10101000.00000001.00000000

Mask: 11111111.11111111.11111111.00000000

Net: 11000000.10101000.00000001.00000000

How to Use

Enter the values for the patient or scenario you are assessing. Interpret ROC AUC scores, compute confidence intervals via DeLong method, and compare two classifiers statistically. Use the roc auc result to inform your clinical assessment.

Related Calculators

Precision-Recall

Cybersecurity & Machine Learning

ROC AUC