Copyright 1999-2000 VA Linux Systems, Inc. http://www.nitrc.org NBS-Predict: A Prediction-based Extension of the Network-based Statistic Latest News http://www.nitrc.org/forum/forum.php?forum_id=10034 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! NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Thu, 04 Apr 2024 1:27:22 GMT http://www.nitrc.org/forum/forum.php?forum_id=9967 We fixed minor bugs in novel data prediction and results saving. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Tue, 22 Aug 2023 1:29:42 GMT http://www.nitrc.org/forum/forum.php?forum_id=9950 We fixed a minor bug in viewing classification results. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Fri, 30 Jun 2023 4:04:04 GMT http://www.nitrc.org/forum/forum.php?forum_id=9946 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. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Tue, 20 Jun 2023 2:14:46 GMT http://www.nitrc.org/forum/forum.php?forum_id=9777 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. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Thu, 17 Mar 2022 1:15:38 GMT http://www.nitrc.org/forum/forum.php?forum_id=9764 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.). NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Tue, 08 Mar 2022 1:19:14 GMT http://www.nitrc.org/forum/forum.php?forum_id=9763 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). NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Wed, 23 Feb 2022 11:28:50 GMT http://www.nitrc.org/forum/forum.php?forum_id=9741 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. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Tue, 01 Feb 2022 4:41:45 GMT http://www.nitrc.org/forum/forum.php?forum_id=9687 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 /> NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Fri, 05 Nov 2021 1:12:12 GMT http://www.nitrc.org/forum/forum.php?forum_id=9684 NBS-Predict v1.0.0-beta.4 is now out! <br /> <br /> Changes: <br /> - This version fixes the &quot;check_classification function is not found&quot; issue. NBS-Predict: A Prediction-based Extension of the Network-based Statistic Emin Serin Thu, 28 Oct 2021 5:29:35 GMT