Other Tools
Detailed Description
Some tools to help you work with data sets and learners.
Files | |
| file | batchtest |
| Performs cross validation of a collection of learners on a collection of datasets. | |
| file | beliefnetcorrupt |
| Makes some random changes to a BeliefNet. | |
| file | beliefnetdata |
| Creates a data set by sampling from a Bayesian Network. | |
| file | beliefnetscore |
| Tests a BeliefNet in several ways. | |
| file | bindata |
| Converts continuous attributes into discrete ones. | |
| file | cleandata |
| Cleans up a data set in several ways. | |
| file | clusterdata |
| Creates a synthetic data set from randomly generated clusters. | |
| file | combinedata |
| Combines a series of data sets into a single large one. | |
| file | folddata |
| Randomly splits a data set into a collection of train/test pairs. | |
| file | sampledata |
| Draws a sample from a data set. | |
| file | shuffledata |
| Randomizes the order of a data set and rewrites it. | |
| file | treedata |
| Creates a synthetic data set by sampling from a randomly generated DecisionTree. | |
| file | uRunner |
| Distribute a collection of jobs across a cluster of computers. | |
| file | xvalidate |
| Performs cross validation of a learner on a data set. | |
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