COX PH RESIDUALS
Stratifying Type using Cox PH Fitter 4X Transformations for each covariate.
Deviations away from the constant line are violations of the PH assumption.
stratifying TYPE M&H EFFECTÂ
For each covariate (feature) in our model, scaled Schoenfeld residuals are calculated. These residuals represent the difference between the observed covariate value at a failure time and its expected value, weighted over time.
OSF INTERACTION EFFECT
Below is the interaction effect between Torque and Rotational Speed for Overstrain Failure with Harrell's C-index: 0.945. Given these results, the model confirms that both 'Torque_Nm' and 'Rotational_speed_rpm' are significant predictors of failure.
