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- randomSelection function added. - crissCrossValidate and crissCrossPlot contributions by Harry Robertson added and harmonised to ClassifyR code style. - selectionMethod and classifier defaults become "auto" for crossValidate. Previously only documented but not implemented in code. - predict method for standalone use now finds the correct prediction method for each trained model.Dario Strbenac authored on 08/12/2022 06:15:07 |
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- Closing bracket in if check corrected.Dario Strbenac authored on 29/11/2022 02:57:19 |
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- Random forest's survival mode now calculates risk values by multiplying sum of survival probabilities by negative one. - performancePlot and samplesMetricMap now use a variable named metric to consistently refer to the metric. - samplesMetricMap now has default value of auto for metric. Also, the metric will be calculated rather then stopping with an error, if the metric hasn't been calculated previously using calcCVperformance. - samplesMetricMap default metric is accuracy, to be consistent with performancePlot.Dario Strbenac authored on 27/11/2022 10:50:16 |
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- performancePlot no longer ignores orderingList. - Default random forest function now seamlessly works when outcome is a Surv object so classifier doesn't need to be changed from default setting if input data is survival.Dario Strbenac authored on 25/11/2022 11:40:05 |
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make makevars protableNick authored on 25/11/2022 04:12:52 |
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remove Sint from C++ codeNick authored on 25/11/2022 04:12:43 |
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change to 2 workersNick authored on 25/11/2022 03:47:05 |
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change to 2 workersNick authored on 25/11/2022 03:46:47 |
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bump roxygen versionNick authored on 25/11/2022 03:46:27 |
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ignore compiled binariesNick authored on 24/11/2022 00:44:32 |
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add makevar indicating c++11 compilationNick authored on 24/11/2022 00:28:27 |
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- .doSelection modified so that feature selection doesn't happen twice for selectMulti function. - selectMulti fixed so correct indices are returned relative to the whole training data table, not to an individual assay table.Dario Strbenac authored on 22/11/2022 04:52:30 |
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Merge pull request #53 from SydneyBioX/masterDario Strbenac authored on 17/11/2022 09:43:39 • GitHub committed on 17/11/2022 09:43:39 |
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- Removed external documentation for internal utility functions.Dario Strbenac authored on 17/11/2022 09:40:49 |
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- Corrected ranger random forest to do two model fits in each iteration; one for prediction and one for variable importance. Previously, a mode of model fitting which uses permuted features was being executed.Dario Strbenac authored on 17/11/2022 05:55:04 |