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main:optimalselectionsearchreport [2018/02/08 16:18] yli created |
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- | Optimal image selection search report | + | ======Optimal image selection search report====== |
+ | After finishing an optimal image selection model search (same as image selection model optimization), | ||
+ | =====Content===== | ||
+ | An optimal image selection search report contains the following content: | ||
+ | - Model Generation Method, which includes the total number of generated models and their categories | ||
+ | - Model Evaluation Method. | ||
+ | - Evaluation Sample Configuration, | ||
+ | - Optimal Model Found in Search. This is a table of models specified by users when generating the report. The table shows all parameters in all listed model, as well as their ranks in the search and their evaluation scores. | ||
+ | - Figure Demonstration of Evaluation. The report includes a figure (plot) for each listed model to demonstrated the evaluation result when it is applied to a user-specified sample. | ||
+ | =====Creation===== | ||
+ | When an optimal image selection model search finishes, the top 10 optimal models are presented by default. Before generating a report, additional optimal models can be added to the list by clicking the ' | ||
+ | <WRAP group> | ||
+ | <WRAP column half> | ||
+ | * **Specify a name for the report**\\ A name for this report. A report directory containing images and an report.html file will be created automatically using this name. | ||
+ | * **Specify models to be added to the report**\\ The 'All Items' list shows all optimal models that are present in the search dialog. If more models are desired, they should be added before clicking ' | ||
+ | * **Specify which sample to plot in the report for figure demonstration of evaluation result**\\ An image selection model in the search calculates a score for each evaluation sample, after the model is applied to the sample. Users can view a plot demonstration of the evaluation for a specified model and a specified sample in the search dialog.\\ These plots will also be added to the report. An evaluation sample can be specified using the 'Plot evaluation result on sample' | ||
+ | </ | ||
+ | <WRAP column half> | ||
+ | {{ : | ||
+ | </ | ||
+ | </ |