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<title>NBS-Predict: A Prediction-based Extension of the Network-based Statistic News</title>
<link>http://www.nitrc.org</link>
<description>NBS-Predict: A Prediction-based Extension of the Network-based Statistic Latest News</description>
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<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=10056">
<title>NBS-Predict v1.0.0-beta.13 released</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=10056</link>
<description>In this version, we fixed random seed errors that might happen in the newer versions of MATLAB (R2014a or newer)! <br />
</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Wed, 11 Sep 2024 12:31:06 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=10034">
<title>NBS-Predict v1.0.0-beta.12 released</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=10034</link>
<description>We reintroduced leave-one-out cross-validation (LOOCV) to classification and fixed minor bugs in our GUI. Note that LOOCV is not available for regression. <br />
<br />
Don't hesitate to try out our updated features and take your data analysis to the next level!</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Thu, 04 Apr 2024 1:27:22 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9967">
<title>NBS-Predict v1.0.0-beta.11 released</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9967</link>
<description>We fixed minor bugs in novel data prediction and results saving. </description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Tue, 22 Aug 2023 1:29:42 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9950">
<title>NBS-Predict v1.0.0-beta.10_hotfix released</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9950</link>
<description>We fixed a minor bug in viewing classification results. </description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Fri, 30 Jun 2023 4:04:04 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9946">
<title>NBS-Predict_v1.0.0-beta.10 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9946</link>
<description>NBS-Predict_v1.0.0-beta.10 is now out!<br />
<br />
Changes:<br />
- Simplified and refreshed GUI<br />
- Users can now visualize positive and negative networks and combined networks in regression analyses.<br />
- KFold used during evaluating subnetwork is set to the one the user defines if it is higher than the defined one.<br />
- Fix minor issues in the legacy GUI<br />
- The toolbox will run the legacy GUI if the MATLAB version is old.<br />
- Solve compatibility issues in the GLM function.<br />
- Redesign the Analysis Window with AppDesigner.<br />
- Several bug fixes.</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Tue, 20 Jun 2023 2:14:46 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9777">
<title>NBS-Predict_v1.0.0-beta.9 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9777</link>
<description>NBS-Predict_v1.0.0-beta.8 is now out!<br />
<br />
Changes:<br />
- Drop Decision Tree Regressor and Classifier to avoid possible incompatibilities with confound regression.<br />
- Minor tweaks in parallel processing. </description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Thu, 17 Mar 2022 1:15:38 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9764">
<title>NBS-Predict_v1.0.0-beta.8 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9764</link>
<description>NBS-Predict_v1.0.0-beta.8 is now out!<br />
<br />
Changes:<br />
- Fix minor bug in feature selection (when confounds are provided in the<br />
design matrix, but not specified in the contrast vector.). </description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Tue, 08 Mar 2022 1:19:14 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9763">
<title>NBS-Predict_v1.0.0-beta.7 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9763</link>
<description>NBS-Predict_v1.0.0-beta.7 is now out!<br />
<br />
Changes:<br />
- Trained model is now automatically extracted. <br />
- Add function (NBSPredict_predict) to predict novel data using the trained model. <br />
- Refactor several functions to make them compatible with the novel data prediction function.<br />
- The symmetry of the connectivity matrices is now automatically checked. <br />
- Fix minor GUI issue in the results viewer window.<br />
- Fix edge weight issue when MAD, MSE, or RMSE is chosen. <br />
- Users can also provide a directory for holdout data. <br />
- Refactor load functions to be compatible for loading a single dataset file (NodesxNodesxSubjects).</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Wed, 23 Feb 2022 11:28:50 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9741">
<title>NBS-Predict_v1.0.0-beta.6 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9741</link>
<description>NBS-Predict_v1.0.0-beta.6 is now out!<br />
<br />
Changes:<br />
- User can specify the number of CPU cores to use. <br />
- Fix minor bug in Elastic Net function.<br />
- Add a progress bar for loading connectivity matrices on the command window.<br />
- Minor change in loadData function to fasten .csv loading.<br />
- Add balanced accuracy metric to measure accuracy in imbalanced datasets.<br />
- Add permutation testing to compare model performance against null distribution.</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Tue, 01 Feb 2022 4:41:45 GMT</dc:date>
</item>
<item rdf:about="http://www.nitrc.org/forum/forum.php?forum_id=9687">
<title>NBS-Predict_v1.0.0-beta.5 is now out!</title>
<link>http://www.nitrc.org/forum/forum.php?forum_id=9687</link>
<description>NBS-Predict v1.0.0-beta.5 is now out! <br />
<br />
Changes: <br />
- NBS-Predict now has Workspace!<br />
- GUI history has been reactivated!<br />
- Fix bug in confusion matrix visualization.<br />
- Fix minor bugs in GUI.<br />
- Update user MANUAL.<br />
- Fix compatibility issues.<br />
</description>
<dc:subject>NBS-Predict: A Prediction-based Extension of the Network-based Statistic</dc:subject>
<dc:creator>Emin Serin</dc:creator>
<dc:date>Fri, 05 Nov 2021 1:12:12 GMT</dc:date>
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