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Created with Raphaël 2.2.017Jun181716151312109843Merge branch 'personal_branch_ro_sc' into 'main'mainmainconfigured combination .txt filepersonal_branch…personal_branch_ro_screvision, introduced metrics, added script to determine average of metrics from .txt filefinal commit, cleaned up workbookperformed all tests, fixed permutation.forgot to save workbookadded get best clf func and added plot of feature selectionpermutation test not workinglets seeSclaed X data, and used a little chat gpt adjusted version of nseted cross validation. Didnt see if it all makes sense, but it seems okay. Can not for some reason get the sklearnex thing to workPermutation test should work, Tried to cutoff data for GridSearch, still time consumingschuolischuoliAdded permutation testimplemented search for feature hirarchy, F1 scores seem to be quite lowpersonal_branch…personal_branch_vi_grSLURM Job went through, exceeded 10h time limit by farScript runs, submit jobs via sbatch submit.sh, output in GridSearchCV.out.*cleaned code in notebookNested CV in parallelNested CV addedrepeated nested cross validation has been implemented for short data set (60 windows) and accuracy as metricAdded F1 Score, Recall and MCCforgot to save filesCombined proba checkFeature data and SVM addedadded aois and window slicing, working statemetrics for AOIs have been added in an array containing a dictionary for each windowCaught uptotal dwell time has been added as feature, somehow it can only be stored as dict not as akward dictdelta time stamps added, arrays not workingcreated windows array with 3 different binary labels: good bad expertaoi finding function addedadded min max range determination of gaze dataadded attempt 2 marks arrayadded workbook changesadded labels and plotted eye tracking dataData now stored in one ak.ArrayAdded task files, awkward arrays with attemptstrying to read in dataschuoli - initial commitinitial commit