|
{ |
|
"sklearn": { |
|
"columns": [ |
|
"studyLocusId", |
|
"geneId", |
|
"goldStandardSet", |
|
"eQtlColocClppMaximum", |
|
"pQtlColocClppMaximum", |
|
"sQtlColocClppMaximum", |
|
"eQtlColocH4Maximum", |
|
"pQtlColocH4Maximum", |
|
"sQtlColocH4Maximum", |
|
"eQtlColocClppMaximumNeighbourhood", |
|
"pQtlColocClppMaximumNeighbourhood", |
|
"sQtlColocClppMaximumNeighbourhood", |
|
"eQtlColocH4MaximumNeighbourhood", |
|
"pQtlColocH4MaximumNeighbourhood", |
|
"sQtlColocH4MaximumNeighbourhood", |
|
"distanceSentinelFootprint", |
|
"distanceSentinelFootprintNeighbourhood", |
|
"distanceFootprintMean", |
|
"distanceFootprintMeanNeighbourhood", |
|
"distanceTssMean", |
|
"distanceTssMeanNeighbourhood", |
|
"distanceSentinelTss", |
|
"distanceSentinelTssNeighbourhood", |
|
"vepMaximum", |
|
"vepMaximumNeighbourhood", |
|
"vepMean", |
|
"vepMeanNeighbourhood", |
|
"geneCount500kb", |
|
"proteinGeneCount500kb", |
|
"credibleSetConfidence" |
|
], |
|
"environment": [ |
|
"xgboost=3.0.3" |
|
], |
|
"example_input": { |
|
"credibleSetConfidence": [ |
|
0.75, |
|
0.25, |
|
0.75 |
|
], |
|
"distanceFootprintMean": [ |
|
1.0, |
|
0.9948455095291138, |
|
0.997710108757019 |
|
], |
|
"distanceFootprintMeanNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.997715413570404 |
|
], |
|
"distanceSentinelFootprint": [ |
|
1.0, |
|
0.9999213218688965, |
|
0.997715413570404 |
|
], |
|
"distanceSentinelFootprintNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.997715413570404 |
|
], |
|
"distanceSentinelTss": [ |
|
0.9999350309371948, |
|
0.9999213218688965, |
|
0.997715413570404 |
|
], |
|
"distanceSentinelTssNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.9980311393737793 |
|
], |
|
"distanceTssMean": [ |
|
0.9999350309371948, |
|
0.9947366714477539, |
|
0.997710108757019 |
|
], |
|
"distanceTssMeanNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.9980310797691345 |
|
], |
|
"eQtlColocClppMaximum": [ |
|
0.0, |
|
0.06608512997627258, |
|
0.0 |
|
], |
|
"eQtlColocClppMaximumNeighbourhood": [ |
|
0.0, |
|
1.0, |
|
0.0 |
|
], |
|
"eQtlColocH4Maximum": [ |
|
0.0, |
|
0.0, |
|
0.0 |
|
], |
|
"eQtlColocH4MaximumNeighbourhood": [ |
|
0.0, |
|
0.0, |
|
0.0 |
|
], |
|
"geneCount500kb": [ |
|
15.0, |
|
8.0, |
|
30.0 |
|
], |
|
"geneId": [ |
|
"ENSG00000169174", |
|
"ENSG00000084674", |
|
"ENSG00000055118" |
|
], |
|
"goldStandardSet": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"pQtlColocClppMaximum": [ |
|
1.0, |
|
0.0, |
|
0.0 |
|
], |
|
"pQtlColocClppMaximumNeighbourhood": [ |
|
1.0, |
|
0.0, |
|
0.0 |
|
], |
|
"pQtlColocH4Maximum": [ |
|
1.0, |
|
0.0, |
|
0.0 |
|
], |
|
"pQtlColocH4MaximumNeighbourhood": [ |
|
1.0, |
|
0.0, |
|
0.0 |
|
], |
|
"proteinGeneCount500kb": [ |
|
7.0, |
|
3.0, |
|
21.0 |
|
], |
|
"sQtlColocClppMaximum": [ |
|
0.0, |
|
0.21970131993293762, |
|
0.0 |
|
], |
|
"sQtlColocClppMaximumNeighbourhood": [ |
|
0.0, |
|
1.0, |
|
0.0 |
|
], |
|
"sQtlColocH4Maximum": [ |
|
0.0, |
|
0.0, |
|
0.0 |
|
], |
|
"sQtlColocH4MaximumNeighbourhood": [ |
|
0.0, |
|
0.0, |
|
0.0 |
|
], |
|
"studyLocusId": [ |
|
"02c442ea4fa5ab80586a6d1ff6afa843", |
|
"235e8ce166619f33e27582fff5bc0c94", |
|
"6ad8c76d115fbb76a676bd57e940ee4d" |
|
], |
|
"vepMaximum": [ |
|
0.6600000262260437, |
|
0.6600000262260437, |
|
0.0 |
|
], |
|
"vepMaximumNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.0 |
|
], |
|
"vepMean": [ |
|
0.6600000262260437, |
|
0.0039977929554879665, |
|
0.0 |
|
], |
|
"vepMeanNeighbourhood": [ |
|
1.0, |
|
1.0, |
|
0.0 |
|
] |
|
}, |
|
"model": { |
|
"file": "classifier_no_crossval.skops" |
|
}, |
|
"model_format": "skops", |
|
"task": "tabular-classification" |
|
} |
|
} |