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Classroom Contents
Impute Missing Data and Handle Class Imbalance for Himalayan Climbing Expeditions
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- 1 Introduction
- 2 Data
- 3 Success vs death
- 4 Peak names
- 5 Seasons
- 6 When died
- 7 Transparent labels
- 8 Filtering
- 9 Splitting data
- 10 Resampling data
- 11 Imputation
- 12 Step other
- 13 Making indicator variables
- 14 Resampling
- 15 Workflow
- 16 Resamples
- 17 Evaluation
- 18 Group by ID
- 19 LastFit
- 20 Testing Data
- 21 Linear Model
- 22 Plot
