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feature(algo): add randomforest algorithm to the comparison

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Aaron
2026-05-01 14:32:22 +02:00
parent ab483da421
commit d8898598ba
2 changed files with 37 additions and 0 deletions
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ML/aufgaben/comparison/compare.txt
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@@ -31,6 +31,20 @@ Adj. Rand: 0.943
weighted avg 0.98 0.98 0.98 45
--- Random Forest ---
Accuracy: 1.000
Adj. Rand: 1.000
precision recall f1-score support
setosa 1.00 1.00 1.00 19
versicolor 1.00 1.00 1.00 13
virginica 1.00 1.00 1.00 13
accuracy 1.00 45
macro avg 1.00 1.00 1.00 45
weighted avg 1.00 1.00 1.00 45
--- K-Means (mapped) ---
Accuracy: 0.893
Adj. Rand: 0.730
@@ -91,6 +105,27 @@ Adj. Rand: 0.710
weighted avg 0.88 0.85 0.85 540
--- Random Forest ---
Accuracy: 0.976
Adj. Rand: 0.946
precision recall f1-score support
0 1.00 0.98 0.99 53
1 0.96 1.00 0.98 50
2 1.00 1.00 1.00 47
3 0.98 0.96 0.97 54
4 0.97 1.00 0.98 60
5 0.97 0.95 0.96 66
6 0.98 0.98 0.98 53
7 0.98 0.98 0.98 55
8 0.95 0.95 0.95 43
9 0.97 0.95 0.96 59
accuracy 0.98 540
macro avg 0.98 0.98 0.98 540
weighted avg 0.98 0.98 0.98 540
--- K-Means (mapped) ---
Accuracy: 0.794
Adj. Rand: 0.667