Update XGBoost images

This commit is contained in:
revital 2025-03-06 07:43:50 +02:00
parent 94eb14f2c7
commit 9ae287a3ad
20 changed files with 18 additions and 9 deletions

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@ -13,7 +13,8 @@ the `examples` project.
ClearML automatically captures scalars logged with XGBoost, which can be visualized in plots in the
ClearML WebApp, in the task's **SCALARS** tab.
![Scalars](../../../img/examples_xgboost_metric_scalars.png)
![Scalars](../../../img/examples_xgboost_metric_scalars.png#light-mode-only)
![Scalars](../../../img/examples_xgboost_metric_scalars_dark.png#dark-mode-only)
## Models
@ -21,14 +22,17 @@ ClearML automatically captures the model logged using the `xgboost.save` method,
View saved snapshots in the task's **ARTIFACTS** tab.
![Artifacts tab](../../../img/examples_xgboost_metric_artifacts.png)
![Artifacts tab](../../../img/examples_xgboost_metric_artifacts.png#light-mode-only)
![Artifacts tab](../../../img/examples_xgboost_metric_artifacts_dark.png#dark-mode-only)
To view the model details, click the model name in the **ARTIFACTS** page, which will open the model's info tab. Alternatively, download the model.
![Model info panel](../../../img/examples_xgboost_metric_model.png)
![Model info panel](../../../img/examples_xgboost_metric_model.png#light-mode-only)
![Model info panel](../../../img/examples_xgboost_metric_model_dark.png#dark-mode-only)
## Console
All console output during the script's execution appears in the task's **CONSOLE** page.
![Console output](../../../img/examples_xgboost_metric_console.png)
![Console output](../../../img/examples_xgboost_metric_console.png#light-mode-only)
![Console output](../../../img/examples_xgboost_metric_console_dark.png#dark-mode-only)

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@ -18,25 +18,30 @@ classification dataset using XGBoost
The feature importance plot and tree plot appear in the task's page in the **ClearML web UI**, under
**PLOTS**.
![Feature importance plot](../../../img/examples_xgboost_sample_06.png)
![Feature importance plot](../../../img/examples_xgboost_sample_06.png#light-mode-only)
![Feature importance plot](../../../img/examples_xgboost_sample_06_dark.png#dark-mode-only)
![Tree plot](../../../img/examples_xgboost_sample_06a.png)
![Tree plot](../../../img/examples_xgboost_sample_06a.png#light-mode-only)
![Tree plot](../../../img/examples_xgboost_sample_06a_dark.png#dark-mode-only)
## Console
All other console output appear in **CONSOLE**.
![image](../../../img/examples_xgboost_sample_05.png)
![Console log](../../../img/examples_xgboost_sample_05.png#light-mode-only)
![Console log](../../../img/examples_xgboost_sample_05_dark.png#dark-mode-only)
## Artifacts
Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks
models and any snapshots created using XGBoost.
![image](../../../img/examples_xgboost_sample_10.png)
![Artifacts](../../../img/examples_xgboost_sample_10.png#light-mode-only)
![Artifacts](../../../img/examples_xgboost_sample_10_dark.png#dark-mode-only)
Clicking on the model's name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can
view the model's details and access the model.
![image](../../../img/examples_xgboost_sample_03.png)
![Model details](../../../img/examples_xgboost_sample_03.png#light-mode-only)
![Model details](../../../img/examples_xgboost_sample_03_dark.png#dark-mode-only)

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