R is an open source programming language used for statistical analysis. Includes a command-line interface and various graphical interfaces. Popular types of algorithms are linear and nonlinear modeling, time series analysis, classification, and clustering. According to Gartner research, more than 50% of data science teams currently use R to a certain capacity. The R language competes with commercial products such as SAS and Fuzzy Logix.
Meta Data is data that describes other data in a structured, consistent form, so that large amounts of data can be collected, stored, and analyzed over time.
Hiperparametre ayarı (Hyperparameter Tuning), makine öğrenimi modellerinin performansını optimize etmek için kullanılan bir tekniktir. Hiperparametreler, modelin öğrenme süreci boyunca değişmeyen, önceden belirlenmiş parametrelerdir. Bu parametrelerin doğru bir şekilde seçilmesi, modelin doğruluğunu, genelleme yeteneğini ve hesaplama verimliliğini önemli ölçüde artırabilir.
Customer churn rate is a business measurement that reflects the percentage of customers who end their relationship with a company within a certain period of time. This time period can be measured monthly, quarterly or annually, depending on the industry and product.
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