SNPs, prediction, and STAR*D trial

1 to 10 of 18 Results

train_ensembles.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 8.2 KB - MD5: 62d5266c76a0a21ee42d19b97f7a5513
helpers.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 4.8 KB - MD5: 15837599eb2a0e63e828f414f9572eea
gene_selection.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 3.7 KB - MD5: 4e0e18b0fbf272012e0ca2c1563c0f88
2.5-jds-gene-data.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 639.1 KB - MD5: 9d72a698c8b50eb16b032e33e79a02bf
2.4-jds-data-partitions.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 681.0 KB - MD5: 30eecdec14bf0a4add93bb87e4b0e5e8
2.3-jds-model-data.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 731.2 KB - MD5: 3df58354e8cd0b596fed99fc62147234
2.2-jds-predictors.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 617.5 KB - MD5: 807f5f7d69427d2a46ee0a828e9866b3
2.1-jds-outcome.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 625.8 KB - MD5: 1ba8b1e0da602fa14f9069992f1470dc
1.9-jds-end-of-trial.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 701.5 KB - MD5: 7ee6ac8ca33d239d66fc3b49cedebc78
1.8-jds-clinician-impressions.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 655.5 KB - MD5: be968992ae0af3929535b0d6b6463c84

train_ensembles.R

Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D

R Syntax - 8.2 KB - MD5: 62d5266c76a0a21ee42d19b97f7a5513

helpers.R

R Syntax - 4.8 KB - MD5: 15837599eb2a0e63e828f414f9572eea

gene_selection.R

R Syntax - 3.7 KB - MD5: 4e0e18b0fbf272012e0ca2c1563c0f88

2.5-jds-gene-data.html

Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial"

HTML - 639.1 KB - MD5: 9d72a698c8b50eb16b032e33e79a02bf

2.4-jds-data-partitions.html

HTML - 681.0 KB - MD5: 30eecdec14bf0a4add93bb87e4b0e5e8

2.3-jds-model-data.html

HTML - 731.2 KB - MD5: 3df58354e8cd0b596fed99fc62147234

2.2-jds-predictors.html

HTML - 617.5 KB - MD5: 807f5f7d69427d2a46ee0a828e9866b3

2.1-jds-outcome.html

HTML - 625.8 KB - MD5: 1ba8b1e0da602fa14f9069992f1470dc

1.9-jds-end-of-trial.html

HTML - 701.5 KB - MD5: 7ee6ac8ca33d239d66fc3b49cedebc78

1.8-jds-clinician-impressions.html

HTML - 655.5 KB - MD5: be968992ae0af3929535b0d6b6463c84

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