Overview
Although DORA offers extensive customization, the DORA team has established default settings as a starting point.
Your input data and targeting goals may require deviations from these defaults, and the validation graphs generated during the process will likely prompt adjustments to various parameters across the six-step Prediction Map workflow.
Review the default settings for each step below. Click the step title to learn more about its purpose and how to adjust it.
Default Parameters by Step
Height (px): 512
Minimum Value: 256
Maximum Value: 1024
Width (px): 512
Minimum Value: 256
Maximum Value: 1024
Features: There are no default values. You can select up to 64 files to include in the experiment.
Correlation threshold: 0.90
Minimum Value: 0.00
Maximum Value: 1.00
No defaults: This is where you set targets, which are dependent on your own files and preferences.
Data Fusion Model: No default. Pick the most relevant Data Fusion Model for your targeted commodity or commodities. When in doubt, use Master_Model.
No. of epochs: 100
Minimum Value: 10
Maximum Value: 1000
Minimum Cluster Size: 100
Minimum Value: 10
Maximum Value: 1000
Minimum Samples: 30
Minimum Value: 5
Maximum Value: 100
Tree Depth: 24
Minimum Value: 12
Maximum Value: 192
Number of Trees: 300
Minimum Value: 50
Maximum Value: 1000
Minimum Split: 20
Minimum Value: 1
Maximum Value: 100
Minimum Samples: 10
Minimum Values: 1
Minimum Samples: 100
Predict depth: Yes
Target VRIFY Prospectivity Threshold: 0.65
Minimum Value: 0
Maximum Value: 0.99
Maximum Group Size: 100
Minimum Value: 10
Maximum Value: 1000
Minimum Number of Points in Group: 30
Minimum Value: 1
Maximum Value: 100
Learn More
Interpret DORA’s Result Graphs:
Still Have Questions?
Reach out to your dedicated DORA contact or email support@VRIFY.com for more information.