Necessity of Backers for improved accuracy.Impact of removing GrowthRate as a feature for classification.Feature SetĪll Features (Including features known post completion)ī – + Backers So we have to evaluate different sets of features, and what’s used for this project are explained below. But since we are using existing data, we have to first establish which features have the most value. The active patrons in a given location is important to determine the funding rate of a project.įor any classification or regression prediction to be of practical use, you have to eliminate features that could be known only after completion.
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