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VisualizationsApplied Machine Learning

Isolation Forest

Make random cuts until one payment stands alone. The odd $60 is cut free in about 1 cut on average, while $15, deep in the crowd, takes nearly 4.

$42 of the $48 range: 7 in 8 cuts land here$12$14$15$17$18$60
cuts: 0

Each cut lands at random between $12 and $60.

$60trees: 0 · average cuts: –
0
1.13
5 cuts
$15trees: 0 · average cuts: –
0
3.93
5 cuts

Dot: the average so far. Thin line: where it settles after thousands of trees.

Grow a few trees. Does $60 always need just one cut?

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