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 automatically captures scalars logged with XGBoost, which can be visualized in plots in the
ClearML WebApp, in the task's **SCALARS** tab. 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 ## 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. 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. 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 ## Console
All console output during the script's execution appears in the task's **CONSOLE** page. 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 The feature importance plot and tree plot appear in the task's page in the **ClearML web UI**, under
**PLOTS**. **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 ## Console
All other console output appear in **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 ## Artifacts
Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks
models and any snapshots created using XGBoost. 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 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. 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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