| abdata | Alburnoides bipunctatus species data from GBIF and... |
| adjustboxplots | Adjust the boxplots bounding fences using medcouple to flag... |
| bestmethod | Identifies the best method for outlier detection for a single... |
| boots | To implement bootstrapping procedures. Sampling with... |
| broad_classify | Outlier detection method broad classification. |
| check.exclude | indicate excluded columns. |
| check_names | Check species names for inconsistencies |
| check_packages | Check for packages to install and respond to use |
| checks | Post checks for PCA and bootstrapping |
| classify_data | Extract final clean data using either absolute or best method... |
| cosine | Cosine similarity index based on (Gautam & Kulkarni 2014; Joy... |
| datacleaner-class | Outlier detection class for multiple methods |
| distboxplot | Distribution boxplot |
| ecological_ranges | Check for environmental outliers using species optimal... |
| efidata | EFIPLUS data used to develop ecological sensitivity... |
| eif | Computes the empirical influence function for each values in... |
| extentvalues | To check for a bounding box |
| extract_clean_data | Extract final clean data using either absolute or best method... |
| extractMethods | List of outlier detection methods implemented in this... |
| extractoutliers | Extract outliers for a one species |
| geo_ranges | Checks for geographic ranges from FishBase |
| getdata | Download species records from online database. |
| getdiff | get dataframe from the large dataframe. |
| ggenvironmentalspace | Title Plotting to show the quality controlled data in... |
| ggoutlieraccum | Identify if enough methods are selected for the outlier... |
| ggoutliers | Visualize the outliers identified by each method |
| hamming | Identify best outlier detection method using Hamming... |
| hampel | Flag suspicious outliers based on the Hampel filter method.. |
| handle_true_errors | Catch errors during methods implementation. |
| interquartile | Computes interquartile range to flag environmental outliers |
| isoforest | Identify outliers using isolation forest model. |
| jaccard | Identifies the best outlier detection method using Jaccard... |
| jdsdata | Joint Danube Survey Data |
| jknife | Identifies outliers using Reverse Jackknifing method based on... |
| kdat | Sequential fences constants |
| logboxplot | Log boxplot based for outlier detection. |
| mahal | Flags outliers based on Mahalanobis distance matrix for all... |
| match.argc | Customized match function |
| match_datasets | Data harmonizing for offline data based on Darwin Core terms... |
| medianrule | Median rule method |
| mixediqr | Mixed Interquartile range and semiInterquartile range 'Walker... |
| mth | mth datasets with constant at each confidence interval... |
| multiabsolute | Identifies absolute outliers for multiple species. |
| multibestmethod | Identify best method for outlier removal for multiple species... |
| multidetect | Ensemble multiple outlier detection methods. |
| ocindex | Identifies absolute outliers and their proportions for a... |
| onesvm | Identify outliers using One Class Support Vector Machines |
| optimal_threshold | Optimize threshold for clean data extraction. |
| overlap | Identifies best outlier detection method using Overlap... |
| pca | Implement principal component analysis for dimension... |
| pcboot | To package both principal component analysis and... |
| pred_extract | Preliminary data cleaning including removing duplicates,... |
| search_threshold | Determine the threshold using Locally estimated or weighted... |
| semiIQR | Computes semi-interquantile range to flag suspicious outliers |
| seqfences | Sequential fences method |
| show-datacleaner-method | set method for displaying output details after outlier... |
| smc | Identify best outlier detection method using simple matching... |
| sorensen | Identifies best outlier detection method suing Sorensen... |
| thermal_ranges | Collates minimum, maximum, and preferable temperatures from... |
| ttdata | Thymallus thymallus species data from GBIF and iNaturalist |
| xglosh | Global-Local Outlier Score from Hierarchies |
| xkmeans | Flags outliers using kmeans clustering method |
| xknn | k-nearest neighbors for outlier detection |
| xlof | Flags suspicious using the local outlier factor or... |
| zscore | Computes z-scores to flag environmental outliers. |
