All Survival Analysis tasks
Survival Analysis
Related to Regression. Given a dataset (typically consisting of patient data) predict a left timestamp (date entering the study), right timestamp (date of leaving the study), or both.
Inputs
| estimation_procedure |
Estimation Procedure |
The estimation procedure used to validate the generated models |
required |
| evaluation_measures |
String |
The evaluation measures to optimize for, e.g., cpu time, accuracy |
optional |
| source_data |
Dataset |
The input data for this task |
required |
| target_feature_event |
String |
The name of the feature that indicates the type of the event. |
required |
| target_feature_left |
String |
The name of the feature that indicates the start of the interval. |
optional |
| target_feature_right |
String |
The name of the feature that indicates the end of the interval. |
optional |
Outputs
| evaluations |
KeyValue |
A list of user-defined evaluations of the task as key-value pairs. |
optional |
| model |
File |
A file containing the model built on all the input data. |
optional |
| predictions |
Predictions |
The desired output format |
optional |
Attribution
| Author(s) | "Benrd Bischl","Dominik Kirchhoff","Michel Lang","Jan van Rijn","Joaquin Vanschoren" |
| Contributor(s) | |