Loads a dataset from the UCI ML Repository, including the dataframes and metadata information. Provide either a dataset ID or name as keyword (named) arguments. Cannot accept both. id: Dataset ID for UCI ML Repository name: Dataset name, or substring of name ...
175.Statlog (Heart) : This dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form Statlog(心) :这个数据集是一个心脏疾病数据库, 数据库已经在库 (心脏病数据库) 类似, 但略有不同的形式 176.Statlog...
Moreover, the full code implementation of this analysis is publicly available at github.com/robertofranceschi/default-credit-card-prediction.Exploratory Data AnalysisFeature AnalysisThe dataset used in this study is the Default of credit card clients from the UCI machine learning repository, available ...
Similarly, transcripts characterized previously as accumulating in female mosquitoes following a blood meal, such as those involved with digestion (Late Trypsin, AAEL013284-RA) [7] or reproduction (Vitellogenin, AAEL006126-RA) [8], also were determined in our dataset to be upregulated after ...
One of the extremely useful ideas emphasized in the machine learning literature is the utility of randomly partitioning our dataset into three parts: one used to fit whatever prediction model we are interested in building, another used to perform intermediate fit comparisons (e.g., compare the per...
19.Bag of Words : This data set contains five text collections in the form of bags-of-words. 词语包 DataSet :该数据集包含了 5 个文本集合, 每个文本集合以词语包的形式展现。 20.Balance Scale : Balance scale weight & distance database ...
Example of SMOTE application on a small dataset Finally, note that a synthetic sample should never be used as a test sample, since it has technically never appeared in the real world and hence not formally belonging to the target distribution. Also, the stratified test set is believed to be...
Similarly, transcripts characterized previously as accumulating in female mosquitoes following a blood meal, such as those involved with digestion (Late Trypsin, AAEL013284-RA) [7] or reproduction (Vitellogenin, AAEL006126-RA) [8], also were determined in our dataset to be upregulated after ...