@phl43 This would usually get you rejected at a computer vision conference, but is good enough for Science, I guess. More on this issue here: https://t.co/RO7IJk6U42 4/4
@jim_savage_ These authors refer to CV that doesn't respect the structure of the data and/or the desired type of generalization as "voodoo machine learning." I'm not crazy about the name myself https://t.co/5J2SzVRbCD
@C_Glastonbury This is my pet peeve, poorly designed ML studies. https://t.co/UpoGm0egtj https://t.co/8AHKsyYw5t
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
Compare to subject-wise, record-wise cross-validation often massively overestimates the prediction accuracy of the algorithms. Voodoo Machine Learning for Clinical Predictions https://t.co/pEwsY75GRk
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
RT @KirkDBorne: Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s…
Voodoo #MachineLearning for #Clinical Predictions (= "the kinds of problems that have fooled just about every field that’s used machine learning) https://t.co/WxP9kxn3TV #BigData #DataScience #Algorithms #AI #HealthTech HT @DrAnneCarpenter #DataSciBowl htt
@Heinonmatti @talyarkoni Don't think lavaan will plug-and-play w/ caret. For nested, split btw- or within-cluster https://t.co/RK9yUuUxVi
RT @CyrilRPernet: @GaelVaroquaux you probably know that one .. voodoo machine learning https://t.co/e9wqbmv65h
RT @michaelhoffman: Voodoo Machine Learning for Clinical Predictions @biorxivpreprint https://t.co/fWCO5XVyGm https://t.co/jUMShyUVa4
@DrAnneCarpenter @michaelhoffman Voodoo paper is excellent: https://t.co/rVSWiusfVd
Voodoo Machine Learning for Clinical Predictions @biorxivpreprint https://t.co/fWCO5XVyGm https://t.co/jUMShyUVa4
RT @davidaellis: …..machine learning also needs to be weary of similar issues https://t.co/CKHSQdDZMK
RT @AssafZaritsky: Avoid record-wise cross-validation when applying ML to biological problems! https://t.co/9a9SL8c6MG
RT @mpurver: A better link for that paper: https://t.co/SK4GSRli8H https://t.co/TTnIrOy2mI
RT @AssafZaritsky: Avoid record-wise cross-validation when applying ML to biological problems! https://t.co/9a9SL8c6MG
Avoid record-wise cross-validation when applying ML to biological problems! https://t.co/9a9SL8c6MG
Voodoo Machine Learning for Clinical Predictions https://t.co/Efzami0Cl2
@GaelVaroquaux you probably know that one .. voodoo machine learning https://t.co/e9wqbmv65h
RT @CMHealthLibrary: New study urges caution over smartphone data 'Voodoo Machine Learning for Clinical Predictions' https://t.co/MSSmyq2Q3…
New study urges caution over smartphone data 'Voodoo Machine Learning for Clinical Predictions' https://t.co/MSSmyq2Q37 #mhealth
The high failure rates of many clinical predictive models: Voodoo #MachineLearning for Clinical Predictions https://t.co/K3svQCS6ia
…..machine learning also needs to be weary of similar issues https://t.co/CKHSQdDZMK
Voodoo Machine Learning for Clinical Predictions https://t.co/KQf7lKfJdX
RT @davidaellis: Voodoo Machine Learning for Clinical Predictions of https://t.co/N6oyPVqLls
Voodoo Machine Learning for Clinical Predictions of https://t.co/N6oyPVqLls
A better link for that paper: https://t.co/SK4GSRli8H https://t.co/TTnIrOy2mI
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @pharmacoeeg: Machine Learning is on the rise, also in EEG research. Reliable validation datasets are crucial for it to work. https://t.…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
Machine Learning is on the rise, also in EEG research. Reliable validation datasets are crucial for it to work. https://t.co/4sHAe8FiZb
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
RT @mikaelhuss: Voodoo Machine Learning for Clinical Predictions https://t.co/VY8nDVEKiy
RT @mikaelhuss: Voodoo Machine Learning for Clinical Predictions https://t.co/VY8nDVEKiy
Voodoo Machine Learning for Clinical Predictions https://t.co/VY8nDVEKiy
RT @DanielPNewman: Voodoo Machine Learning for Clinical Predictions https://t.co/AMniPbxYdW
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
Top story: Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/Q11OfHkXZU, see more https://t.co/NThubCcHq9
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
Voodoo Machine Learning for Clinical Predictions https://t.co/AMniPbxYdW
RT @ISPGR: Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
Interesting thoughts on #wearable technology and #machine learning in predicting #clinical outcomes https://t.co/rfZ4y7hC4K
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
Voodoo Machine Learning for Clinical Predictions https://t.co/DimU7rC3J7
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @far_hat: Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/mTZcLlECJ6
Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/mTZcLlECJ6
Voodoo Machine Learning for Clinical Predictions - bioRxiv https://t.co/YyLg9xy9bR via @nuzzel
RT @dngman: @GaelVaroquaux cc https://t.co/7E8WLg6Yhu interesting convergence / complementarity with our approach cc @KordingLab
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @DrMJoyner: Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/9MxUKxLrvq
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @DrMJoyner: Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/9MxUKxLrvq
Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/9MxUKxLrvq
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
Voodoo Machine Learning for Clinical Predictions - Accuracy of Cross-Validation Questioned https://t.co/UM8ptuA8Gq
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
@AussThomas also a concern for neural decoding? https://t.co/yWuV6UCq5x
https://t.co/rn7YQvaPk0 - What is "record-wise" cross validation? Never heard of it or seen a paper using such method. Maybe I am too lazy.
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
Voodoo Machine Learning for Clinical Predictions | bioRxiv https://t.co/oF6H1RJNGG, see more https://t.co/P6itrQPnIb
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
RT @Maude_LL: "Voodoo Machine Learning for Clinical Predictions". Another interesting paper by @KordingLab. Well written too. https://t.co/…
RT @KordingLab: Machine learning = future of medicine. and about half the papers get great results from voodoo cross-validation: https://t.…
"Voodoo Machine Learning for Clinical Predictions". Another interesting paper by @KordingLab. Well written too. https://t.co/MroF3XDc4x
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…
Use subject-wise cross-validation. Record-wise massively overstates prediction accuracy. #machinelearning https://t.co/GLlPXCRdIe
Voodoo Machine Learning for Clinical Predictions. https://t.co/HmPvDlvVEe
RT @dgmacarthur: Nearly 50% of clinical machine-learning studies inflate their significance w/ “voodoo cross-validation”: https://t.co/Zc0J…