{"id":"spo2-bounded-cnn-v2","windows":1908,"participants":6,"metrics":{"n":1908,"mae":6.373423958224571,"rmse":8.220423330806016,"bias":-0.2504456598053938,"absolute_error_p90":13.423551177978515},"macro_mae":6.328306733629991,"bands":{"70-80":{"n":346,"mae":9.133481240685965,"rmse":11.507137740890498,"bias":8.04798461384856,"absolute_error_p90":20.178726196289062},"80-90":{"n":618,"mae":6.6258712817935885,"rmse":7.739709326711271,"bias":0.8066531925139689,"absolute_error_p90":11.904915618896485},"90-100":{"n":944,"mae":5.196525371680825,"rmse":6.988061135723764,"bias":-3.9840727418155994,"absolute_error_p90":12.619300842285156}},"folds":[{"test_subject":"100001","epoch_validation_subject":"100002","epoch_training_subjects":["100003","100004","100005","100006"],"refit_training_subjects":["100002","100003","100004","100005","100006"],"epochs":[9,9],"metrics":{"n":318,"mae":7.850456453719229,"rmse":10.822111469910947,"bias":6.6434266912112445,"absolute_error_p90":20.400597381591798}},{"test_subject":"100002","epoch_validation_subject":"100003","epoch_training_subjects":["100001","100004","100005","100006"],"refit_training_subjects":["100001","100003","100004","100005","100006"],"epochs":[100,82],"metrics":{"n":371,"mae":8.91695338246636,"rmse":10.04675633730012,"bias":-8.814996416035367,"absolute_error_p90":14.520866394042969}},{"test_subject":"100003","epoch_validation_subject":"100004","epoch_training_subjects":["100001","100002","100005","100006"],"refit_training_subjects":["100001","100002","100004","100005","100006"],"epochs":[8,20],"metrics":{"n":352,"mae":4.490463040091774,"rmse":6.038362998289482,"bias":-0.4700626459988681,"absolute_error_p90":10.239166259765627}},{"test_subject":"100004","epoch_validation_subject":"100005","epoch_training_subjects":["100001","100002","100003","100006"],"refit_training_subjects":["100001","100002","100003","100005","100006"],"epochs":[48,21],"metrics":{"n":336,"mae":5.710156962985084,"rmse":7.391059644308517,"bias":5.622172741662888,"absolute_error_p90":12.417522430419922}},{"test_subject":"100005","epoch_validation_subject":"100006","epoch_training_subjects":["100001","100002","100003","100004"],"refit_training_subjects":["100001","100002","100003","100004","100006"],"epochs":[43,62],"metrics":{"n":284,"mae":3.760949094530562,"rmse":4.404190898276802,"bias":-2.7551567722374286,"absolute_error_p90":6.4959037780761735}},{"test_subject":"100006","epoch_validation_subject":"100001","epoch_training_subjects":["100002","100003","100004","100005"],"refit_training_subjects":["100001","100002","100003","100004","100005"],"epochs":[1,1],"metrics":{"n":247,"mae":7.240861467986937,"rmse":8.427898068615113,"bias":-1.057570052050386,"absolute_error_p90":12.275358581542969}}],"final_epochs":20,"seconds":79.18406319618225,"phone_validated":false,"evaluation_status":"Participant-held-out development evaluation on the same six-person cohort already examined in prior attempts. No independent final test cohort. Epoch choice excludes each outer test participant; two-seed prediction ensemble."}
