| dc.description.abstract |
This experiment is conducted to determine restock decision for Unilever product in Indomaret Kluwut 2. Naïve Bayes algorithm is used to determine restock decision. We use 330 training data from 30 Unilever products in total. The sales transaction data from October 2020 until August 2021 were used as the training data. Whereas, the current sales transaction data, which is on September 2021, were used as the test data. The result we got from this experiment is that, from the transaction data in September 2021, Naïve Bayes algorithm generates 29 "NO" for stock prediction and 1 "YES" for stock prediction. Hence, all alternatives here have "NO" prediction in September 2021, except alternative A6 (Soft Rose Sabun Cair Refill 450Ml). In overall, the results indicate that Naïve Bayes algorithm works fine enough to determine restock decision for Unilever product in Indomaret Kluwut 2 with 77.29% accuration score in this experiment with 330 training data. Comparation test on processing time between RapidMiner Studio and web-based app that has been made resulting faster time for RapidMiner (0.0002 seconds) compared to web-based app (2.29362 seconds). |
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