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Feature counts for ECE 1508 assignment
These are the proportions of variants possessing features used in each question for the various questions comprising ECE1508 assignment 1.
label conservation total
benign 0.772 10288
likely_benign 0.823 7831
likely_pathogenic 0.763 4552
pathogenic 0.726 23807
unknown 0.805 21944
label MAF conservation total
benign 0.775 0.772 10288
likely_benign 0.438 0.823 7831
likely_pathogenic 0.045 0.763 4552
pathogenic 0.045 0.726 23807
unknown 0.183 0.805 21944
label MAF ass conservation dss int nsf nsm r3 r5 ref syn u3 u5 total
benign 0.775 1.000 0.772 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 10288
likely_benign 0.438 1.000 0.823 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 7831
likely_pathogenic 0.045 1.000 0.763 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 4552
pathogenic 0.045 1.000 0.726 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 23807
unknown 0.183 1.000 0.805 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 21944
label MAF Polyphen2_HDIV_pred Polyphen2_HDIV_score Polyphen2_HVAR_pred Polyphen2_HVAR_score SIFT_pred SIFT_score ass conservation dss int nsf nsm r3 r5 ref syn u3 u5 total
benign 0.775 0.244 0.244 0.244 0.244 0.241 0.241 1.000 0.772 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 10288
likely_benign 0.438 0.276 0.276 0.276 0.276 0.272 0.272 1.000 0.823 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 7831
likely_pathogenic 0.045 0.567 0.567 0.567 0.567 0.553 0.553 1.000 0.763 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 4552
pathogenic 0.045 0.493 0.493 0.493 0.493 0.484 0.484 1.000 0.726 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 23807
unknown 0.183 0.745 0.745 0.745 0.745 0.733 0.733 1.000 0.805 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 21944
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