Introduction

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Decision trees

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Figure 1

Image 1 of 1: ‘Simple tree’

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Figure 2

Image 1 of 1: ‘Simple tree’

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Variance

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Figure 1

Image 1 of 1: ‘Simple tree (depth 5)’

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Figure 2

Image 1 of 1: ‘Simple tree (depth 5)’

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Figure 3

Image 1 of 1: ‘Simple tree (depth 5)’

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Figure 4

Image 1 of 1: ‘Simple tree (depth 5)’

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Figure 5

Image 1 of 1: ‘Simple tree (depth 5)’

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Boosting

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Figure 1

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Figure 2

Image 1 of 1: ‘Boosted tree’

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Bagging

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Figure 1

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Figure 2

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Random forest

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Figure 1

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Figure 2

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Gradient boosting

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Figure 1

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Performance

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Figure 1

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