# Multivariate Regression on Blog (real data) Source: [Multivariate Regression on Blog (real data)]() Collection index: [llms.txt]() Data updated: 2026-04-24T08:30:53.763Z Evaluation of Multivariate Regression performance on the 'Blog (real data)' dataset, focusing on uncertainty quantification metrics such as Volume Ratio and MKS Coverage across various confidence levels (90% to 99%). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multivariate Regression | | Dataset (including any stated split) | Blog (real data) | | Metric | Volume Ratio (1-alpha=0.90) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Volume Ratio (1-alpha=0.90)](): Higher is better; unit: PERCENT. - [Volume Ratio (1-alpha=0.95)](): Higher is better; unit: PERCENT. - [Volume Ratio (1-alpha=0.98)](): Higher is better; unit: PERCENT. - [Volume Ratio (1-alpha=0.99)](): Higher is better; unit: PERCENT. - [MKS Coverage (1-alpha=0.90)](): Higher is better; unit: PERCENT. - [MKS Coverage (1-alpha=0.95)](): Higher is better; unit: PERCENT. - [MKS Coverage (1-alpha=0.98)](): Higher is better; unit: PERCENT. - [MKS Coverage (1-alpha=0.99)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Volume Ratio (1-alpha=0.90) | Result date | Report paper | | --- | --- | --- | --- | | MKS | 59.225 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 48.138 | Not recorded | 69eaf93755a3c32af89f8adc | | MKS | 30.738 | Not recorded | 69eaf93755a3c32af89f8adc | ### MKS Volume Ratio (1-alpha=0.90): 59.225. Result ID: 69eb2a2a47f34ce924d36fcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d":"3","Regression Model":"Ridge regression"}. This record does not assert independent reproduction. ### MKS Volume Ratio (1-alpha=0.90): 48.138. Result ID: 69eb2a2a47f34ce924d36fcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d":"2","Regression Model":"Ridge regression"}. This record does not assert independent reproduction. ### MKS Volume Ratio (1-alpha=0.90): 30.738. Result ID: 69eb2a2a47f34ce924d36fce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d":"4","Regression Model":"Ridge regression"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.