Prediction - Survival Model

Predict with Survival Model.

How to Access This Feature

From + (plus) Button

From a step that creates a Survival Model, you can access this feature from 'Add' (Plus) button. Select one of the 3 "Predict" menus.

How to Use This Feature

1. With "Data" dropdown, select data to predict on from the following options.

• Training - Get predicted values on training data.

• Test - Get predicted values on test data.

• Data Frame - Get predicted values on other data frame.

1. Select "Type of Prediction" from the following options.

• Linear Predictor - lp - Risk Score on a log scale.

• Risk Score - exp(lp) - Score for the risk that the event happens within a unit time for the subject.

• Expected Number of Events - Number of events that would happen on average for a subject that has same condition as the subject during the time the subject has survived.

• Status at Specified Time - Predicted status of the subject at the specified time.

1. Select "Type of Residual" from the following options.

• Martingale

• Deviance

• Score

• Schoenfeld

• Schoenfeld (Scaled)

• DFBETA

• DFBETA (Scaled)

1. Click "Run" button to run the prediction.