-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
681d12e
commit 7a0bd2e
Showing
9 changed files
with
60 additions
and
54 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,5 +1,8 @@ | ||
|
||
DATASET_DESCRIPTION="A description of the dataset. Lorem ipsum dolor sit amet, | ||
consectetur adipiscing elit. Fusce euismod felis a mi aliquam, sit amet consequat mi aliquet. | ||
Vestibulum consectetur, purus vel ullamcorper ullamcorper, | ||
libero sapien pharetra sapien, eget varius lorem dui auctor magna." | ||
# Dataset Description | ||
|
||
**Description:** A description of the dataset. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce euismod felis a mi aliquam, sit amet consequat mi aliquet. Vestibulum consectetur, purus vel ullamcorper ullamcorper, libero sapien pharetra sapien, eget varius lorem dui auctor magna. | ||
|
||
**Note:** This dataset contains valuable information for research and analysis purposes. Please make sure to adhere to ethical guidelines and terms of use when accessing and utilizing the data. | ||
|
||
For more details, refer to the [official documentation](link_to_documentation). |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,9 +1,6 @@ | ||
DESCRIPTION="Time shift validation analysis is a statistical technique used to evaluate the accuracy and consistency of forecasting models. | ||
It involves shifting time series data and comparing forecasts against actual values. | ||
The purpose is to assess the reliability of models for predicting future time periods. | ||
The data is split into a training and validation set, and forecasts are generated for the validation set. | ||
Time shifts are then applied to the validation set, | ||
and forecasts for the shifted data are compared against the original validation set. | ||
The accuracy is measured using statistical metrics like MAE or RMSE. | ||
The analysis can provide insights into the stability and reliability of the model. | ||
It is useful for evaluating forecasting models and ensuring they are trustworthy for real-world predictions." | ||
# Time Shift Validation Analysis | ||
|
||
**Description:** Time shift validation analysis is a statistical technique used to evaluate the accuracy and consistency of forecasting models. It involves shifting time series data and comparing forecasts against actual values. The purpose is to assess the reliability of models for predicting future time periods. The data is split into a training and validation set, and forecasts are generated for the validation set. Time shifts are then applied to the validation set, and forecasts for the shifted data are compared against the original validation set. The accuracy is measured using statistical metrics like MAE or RMSE. The analysis can provide insights into the stability and reliability of the model. It is useful for evaluating forecasting models and ensuring they are trustworthy for real-world predictions. | ||
|
||
**Note:** This technique is commonly used in various fields to validate forecasting models and enhance their performance. For more in-depth information, refer to the [official documentation](link_to_documentation). | ||
|
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,5 +1,7 @@ | ||
|
||
RULESET="Some ruleset data. Lorem ipsum dolor sit amet, | ||
consectetur adipiscing elit. Fusce euismod felis a mi aliquam, sit amet consequat mi aliquet. | ||
Vestibulum consectetur, purus vel ullamcorper ullamcorper, | ||
libero sapien pharetra sapien, eget varius lorem dui auctor magna." | ||
# Ruleset Data | ||
|
||
**Ruleset:** Some ruleset data. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce euismod felis a mi aliquam, sit amet consequat mi aliquet. Vestibulum consectetur, purus vel ullamcorper ullamcorper, libero sapien pharetra sapien, eget varius lorem dui auctor magna. | ||
|
||
**Note:** The ruleset provides a set of guidelines or criteria for making decisions or evaluating data. It can be a valuable tool for various applications. Refer to the [official documentation](link_to_documentation) for detailed information. | ||
|
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,4 +1,7 @@ | ||
|
||
SHORT_DESCRIPTION="Time shift validation analysis evaluates the reliability and | ||
accuracy of forecasting models by comparing shifted time series data and | ||
generated forecasts against the original data." | ||
# Time Shift Validation Analysis | ||
|
||
**Short Description:** Time shift validation analysis evaluates the reliability and accuracy of forecasting models by comparing shifted time series data and generated forecasts against the original data. | ||
|
||
**Note:** This analysis technique is crucial for ensuring that forecasting models can reliably predict future trends and outcomes. For more details, see the [official documentation](link_to_documentation). | ||
|
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters