From 89aa86d259b0421ffdb4b1ad6fa176b3b185ee42 Mon Sep 17 00:00:00 2001
From: Fabian Poker <fp168637>
Date: Sat, 3 Jun 2023 10:27:13 +0200
Subject: [PATCH] Beliebig viele Features P10
---
aufgaben/p10/evaluation.py | 5 +++--
1 file changed, 3 insertions(+), 2 deletions(-)
diff --git a/aufgaben/p10/evaluation.py b/aufgaben/p10/evaluation.py
index 731165a..69f5e50 100644
--- a/aufgaben/p10/evaluation.py
+++ b/aufgaben/p10/evaluation.py
@@ -33,7 +33,8 @@ def evaluate_algorithm(training_data, test_data, algorithm, evaluator, args=None
def evaluate():
- test_data, training_data = get_evaluation_data(200, [standard_deviation, arithmetic_mean, median, maximum])
+ features = [standard_deviation, arithmetic_mean, median, maximum]
+ test_data, training_data = get_evaluation_data(200,features)
classes = list(set(test[1] for test in test_data))
# DecisionTree
@@ -47,7 +48,7 @@ def evaluate():
# PLA
print("\nPLA")
- weights = [random.random(), random.random(), random.random(), random.random()]
+ weights = [random.random() for _ in features]
threshold = 0.5
perceptron = Perceptron(weights, threshold, numpy.tanh)
train(perceptron, training_data, 10000, 0.1)
--
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