Reduction Techniques
19
Reductions for Event-History Analysis
Machine Learning in Survival Analysis
Symbols and Notation
1
Introduction
Survival Analysis and Machine Learning
2
Machine Learning
3
Survival Analysis
4
Event-history Analysis
5
Survival Task
Evaluation
6
Discrimination
7
Calibration
8
Scoring Rules
9
Survival Time Measures
Models
10
Traditional Survival Models
11
Random Forests
12
Support Vector Machines
13
Boosting Methods
14
Neural Networks
Reduction Techniques
15
Reduction Techniques for Survival Analysis
16
IPC weighted classification
17
Pseudo-value regression
18
Partition based reductions
19
Reductions for Event-History Analysis
20
FAQs and Outlook
References
Reduction Techniques
19
Reductions for Event-History Analysis
19
Reductions for Event-History Analysis
Abstract
TODO (150-200 WORDS)
Important
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18
Partition based reductions
20
FAQs and Outlook