Filter,Model Development Algorithm,Metric,Covariates,Lower,Median,Upper,Training Data Type,Optimal,Rank
Boruta,LR,MCC,2,0.874,0.886,0.919,Habitat,,
Boruta,LR,MCC,3,0.885,0.899,0.946,Habitat,,
Boruta,LR,MCC,4,0.894,0.909,0.946,Habitat,,
Boruta,LR,MCC,5,0.899,0.911,0.946,Habitat,LR-H,2
Boruta,LR,MCC,6,0.902,0.905,0.942,Habitat,,
Boruta,LR,MCC,7,0.902,0.905,0.945,Habitat,,
Boruta,LR,MCC,8,0.901,0.904,0.943,Habitat,,
Boruta,LR,MCC,9,0.899,0.899,0.944,Habitat,,
Boruta,LR,MCC,10,0.899,0.899,0.944,Habitat,,
Boruta,LR,MCC,13,0.9,0.901,0.951,Habitat,,
Boruta,LR,MCC,20,0.9,0.9,0.942,Habitat,,
Boruta,LR,MCC,27,0.9,0.901,0.937,Habitat,,
Boruta,LR,MCC,34,0.899,0.907,0.944,Habitat,,
Boruta,LR,MCC,40,0.854,0.891,0.935,Habitat,,
Boruta,LR,MCC,47,0.84,0.89,0.942,Habitat,,
Boruta,LR,MCC,54,0.814,0.891,0.94,Habitat,,
Boruta,LR,MCC,60,0.847,0.9,0.93,Habitat,,
Boruta,LR,MCC,67,0.85,0.892,0.926,Habitat,,
Boruta,RF,MCC,2,0.883,0.891,0.924,Habitat,,
Boruta,RF,MCC,3,0.855,0.901,0.933,Habitat,,
Boruta,RF,MCC,4,0.891,0.903,0.94,Habitat,,
Boruta,RF,MCC,5,0.884,0.915,0.957,Habitat,RF-H,1
Boruta,RF,MCC,6,0.879,0.893,0.948,Habitat,,
Boruta,RF,MCC,7,0.882,0.895,0.947,Habitat,,
Boruta,RF,MCC,8,0.883,0.896,0.949,Habitat,,
Boruta,RF,MCC,9,0.88,0.896,0.95,Habitat,,
Boruta,RF,MCC,10,0.879,0.896,0.949,Habitat,,
Boruta,RF,MCC,13,0.882,0.897,0.946,Habitat,,
Boruta,RF,MCC,20,0.881,0.898,0.949,Habitat,,
Boruta,RF,MCC,27,0.894,0.899,0.942,Habitat,,
Boruta,RF,MCC,34,0.886,0.894,0.94,Habitat,,
Boruta,RF,MCC,40,0.886,0.891,0.939,Habitat,,
Boruta,RF,MCC,47,0.885,0.891,0.936,Habitat,,
Boruta,RF,MCC,54,0.885,0.89,0.939,Habitat,,
Boruta,RF,MCC,60,0.887,0.889,0.937,Habitat,,
Boruta,RF,MCC,67,0.885,0.887,0.937,Habitat,,
JMIM,LR,MCC,2,0.885,0.899,0.948,Habitat,,
JMIM,LR,MCC,3,0.89,0.904,0.943,Habitat,,
JMIM,LR,MCC,4,0.897,0.905,0.943,Habitat,,
JMIM,LR,MCC,5,0.897,0.904,0.944,Habitat,,
JMIM,LR,MCC,6,0.895,0.898,0.944,Habitat,,
JMIM,LR,MCC,7,0.895,0.898,0.944,Habitat,,
JMIM,LR,MCC,8,0.899,0.899,0.944,Habitat,,
JMIM,LR,MCC,9,0.899,0.9,0.944,Habitat,,
JMIM,LR,MCC,10,0.899,0.9,0.943,Habitat,,
JMIM,LR,MCC,13,0.898,0.9,0.944,Habitat,,
JMIM,LR,MCC,20,0.894,0.9,0.952,Habitat,,
JMIM,LR,MCC,27,0.888,0.899,0.952,Habitat,,
JMIM,LR,MCC,34,0.844,0.891,0.938,Habitat,,
JMIM,LR,MCC,40,0.847,0.897,0.93,Habitat,,
JMIM,LR,MCC,47,0.84,0.898,0.936,Habitat,,
JMIM,LR,MCC,54,0.839,0.884,0.934,Habitat,,
JMIM,LR,MCC,60,0.853,0.891,0.929,Habitat,,
JMIM,LR,MCC,67,0.85,0.892,0.926,Habitat,,
JMIM,RF,MCC,2,0.866,0.892,0.932,Habitat,,
JMIM,RF,MCC,3,0.868,0.9,0.94,Habitat,,
JMIM,RF,MCC,4,0.859,0.895,0.936,Habitat,,
JMIM,RF,MCC,5,0.875,0.891,0.942,Habitat,,
JMIM,RF,MCC,6,0.882,0.886,0.944,Habitat,,
JMIM,RF,MCC,7,0.885,0.885,0.943,Habitat,,
JMIM,RF,MCC,8,0.886,0.888,0.951,Habitat,,
JMIM,RF,MCC,9,0.885,0.887,0.95,Habitat,,
JMIM,RF,MCC,10,0.879,0.893,0.949,Habitat,,
JMIM,RF,MCC,13,0.883,0.895,0.948,Habitat,,
JMIM,RF,MCC,20,0.898,0.906,0.944,Habitat,,
JMIM,RF,MCC,27,0.882,0.89,0.941,Habitat,,
JMIM,RF,MCC,34,0.885,0.89,0.939,Habitat,,
JMIM,RF,MCC,40,0.887,0.891,0.941,Habitat,,
JMIM,RF,MCC,47,0.886,0.893,0.939,Habitat,,
JMIM,RF,MCC,54,0.885,0.888,0.936,Habitat,,
JMIM,RF,MCC,60,0.887,0.89,0.939,Habitat,,
JMIM,RF,MCC,67,0.885,0.887,0.937,Habitat,,
Permutation,LR,MCC,2,-0.002,0,0.044,Habitat,,
Permutation,LR,MCC,3,-0.002,0.041,0.132,Habitat,,
Permutation,LR,MCC,4,-0.079,-0.002,0.038,Habitat,,
Permutation,LR,MCC,5,-0.126,-0.001,0.039,Habitat,,
Permutation,LR,MCC,6,0.813,0.87,0.912,Habitat,,
Permutation,LR,MCC,7,0.829,0.874,0.919,Habitat,,
Permutation,LR,MCC,8,0.829,0.875,0.918,Habitat,,
Permutation,LR,MCC,9,0.828,0.875,0.918,Habitat,,
Permutation,LR,MCC,10,0.841,0.871,0.925,Habitat,,
Permutation,LR,MCC,13,0.857,0.89,0.923,Habitat,,
Permutation,LR,MCC,20,0.858,0.897,0.936,Habitat,,
Permutation,LR,MCC,27,0.86,0.888,0.934,Habitat,,
Permutation,LR,MCC,34,0.859,0.887,0.929,Habitat,,
Permutation,LR,MCC,40,0.868,0.891,0.931,Habitat,,
Permutation,LR,MCC,47,0.864,0.892,0.929,Habitat,,
Permutation,LR,MCC,54,0.825,0.884,0.929,Habitat,,
Permutation,LR,MCC,60,0.792,0.853,0.923,Habitat,,
Permutation,LR,MCC,67,0.85,0.892,0.926,Habitat,,
Permutation,RF,MCC,2,-0.007,0.033,0.106,Habitat,,
Permutation,RF,MCC,3,-0.014,0.003,0.035,Habitat,,
Permutation,RF,MCC,4,-0.048,-0.036,-0.021,Habitat,,
Permutation,RF,MCC,5,-0.04,-0.034,-0.022,Habitat,,
Permutation,RF,MCC,6,0.786,0.848,0.892,Habitat,,
Permutation,RF,MCC,7,0.812,0.87,0.897,Habitat,,
Permutation,RF,MCC,8,0.809,0.875,0.902,Habitat,,
Permutation,RF,MCC,9,0.818,0.873,0.901,Habitat,,
Permutation,RF,MCC,10,0.829,0.868,0.916,Habitat,,
Permutation,RF,MCC,13,0.862,0.889,0.927,Habitat,,
Permutation,RF,MCC,20,0.86,0.889,0.925,Habitat,,
Permutation,RF,MCC,27,0.844,0.852,0.933,Habitat,,
Permutation,RF,MCC,34,0.844,0.854,0.933,Habitat,,
Permutation,RF,MCC,40,0.863,0.87,0.926,Habitat,,
Permutation,RF,MCC,47,0.869,0.875,0.923,Habitat,,
Permutation,RF,MCC,54,0.86,0.869,0.922,Habitat,,
Permutation,RF,MCC,60,0.861,0.862,0.92,Habitat,,
Permutation,RF,MCC,67,0.885,0.887,0.937,Habitat,,
Boruta,LR,MCC,2,0.901,0.909,0.929,Occurrence,,
Boruta,LR,MCC,3,0.901,0.91,0.934,Occurrence,,
Boruta,LR,MCC,4,0.913,0.926,0.942,Occurrence,LR-O,3
Boruta,LR,MCC,5,0.912,0.92,0.946,Occurrence,,
Boruta,LR,MCC,6,0.912,0.921,0.946,Occurrence,,
Boruta,LR,MCC,7,0.911,0.917,0.943,Occurrence,,
Boruta,LR,MCC,8,0.911,0.917,0.941,Occurrence,,
Boruta,LR,MCC,9,0.91,0.915,0.935,Occurrence,,
Boruta,LR,MCC,10,0.909,0.914,0.936,Occurrence,,
Boruta,LR,MCC,13,0.91,0.915,0.937,Occurrence,,
Boruta,LR,MCC,20,0.912,0.921,0.937,Occurrence,,
Boruta,LR,MCC,26,0.894,0.91,0.938,Occurrence,,
Boruta,LR,MCC,33,0.883,0.904,0.93,Occurrence,,
Boruta,LR,MCC,40,0.88,0.9,0.926,Occurrence,,
Boruta,LR,MCC,46,0.874,0.898,0.923,Occurrence,,
Boruta,LR,MCC,53,0.878,0.898,0.921,Occurrence,,
Boruta,LR,MCC,59,0.878,0.902,0.922,Occurrence,,
Boruta,LR,MCC,66,0.872,0.895,0.912,Occurrence,,
Boruta,RF,MCC,2,0.887,0.903,0.922,Occurrence,,
Boruta,RF,MCC,3,0.891,0.908,0.914,Occurrence,,
Boruta,RF,MCC,4,0.898,0.908,0.935,Occurrence,,
Boruta,RF,MCC,5,0.893,0.899,0.934,Occurrence,,
Boruta,RF,MCC,6,0.906,0.917,0.949,Occurrence,,
Boruta,RF,MCC,7,0.912,0.918,0.94,Occurrence,,
Boruta,RF,MCC,8,0.91,0.918,0.941,Occurrence,,
Boruta,RF,MCC,9,0.905,0.914,0.94,Occurrence,,
Boruta,RF,MCC,10,0.906,0.913,0.94,Occurrence,,
Boruta,RF,MCC,13,0.907,0.915,0.937,Occurrence,,
Boruta,RF,MCC,20,0.907,0.917,0.935,Occurrence,,
Boruta,RF,MCC,26,0.904,0.919,0.929,Occurrence,RF-O,4
Boruta,RF,MCC,33,0.901,0.911,0.922,Occurrence,,
Boruta,RF,MCC,40,0.891,0.915,0.926,Occurrence,,
Boruta,RF,MCC,46,0.895,0.908,0.929,Occurrence,,
Boruta,RF,MCC,53,0.896,0.906,0.927,Occurrence,,
Boruta,RF,MCC,59,0.893,0.908,0.929,Occurrence,,
Boruta,RF,MCC,66,0.895,0.904,0.927,Occurrence,,
JMIM,LR,MCC,2,0.899,0.903,0.93,Occurrence,,
JMIM,LR,MCC,3,0.904,0.918,0.938,Occurrence,,
JMIM,LR,MCC,4,0.908,0.919,0.934,Occurrence,,
JMIM,LR,MCC,5,0.907,0.916,0.935,Occurrence,,
JMIM,LR,MCC,6,0.909,0.918,0.937,Occurrence,,
JMIM,LR,MCC,7,0.911,0.919,0.932,Occurrence,,
JMIM,LR,MCC,8,0.911,0.919,0.932,Occurrence,,
JMIM,LR,MCC,9,0.91,0.915,0.935,Occurrence,,
JMIM,LR,MCC,10,0.909,0.914,0.936,Occurrence,,
JMIM,LR,MCC,13,0.914,0.917,0.939,Occurrence,,
JMIM,LR,MCC,20,0.895,0.916,0.925,Occurrence,,
JMIM,LR,MCC,26,0.885,0.903,0.92,Occurrence,,
JMIM,LR,MCC,33,0.873,0.902,0.921,Occurrence,,
JMIM,LR,MCC,40,0.877,0.896,0.92,Occurrence,,
JMIM,LR,MCC,46,0.869,0.891,0.917,Occurrence,,
JMIM,LR,MCC,53,0.872,0.896,0.912,Occurrence,,
JMIM,LR,MCC,59,0.883,0.894,0.917,Occurrence,,
JMIM,LR,MCC,66,0.872,0.895,0.912,Occurrence,,
JMIM,RF,MCC,2,0.883,0.906,0.909,Occurrence,,
JMIM,RF,MCC,3,0.9,0.907,0.932,Occurrence,,
JMIM,RF,MCC,4,0.898,0.904,0.921,Occurrence,,
JMIM,RF,MCC,5,0.895,0.898,0.927,Occurrence,,
JMIM,RF,MCC,6,0.888,0.912,0.941,Occurrence,,
JMIM,RF,MCC,7,0.892,0.913,0.942,Occurrence,,
JMIM,RF,MCC,8,0.892,0.913,0.942,Occurrence,,
JMIM,RF,MCC,9,0.905,0.914,0.94,Occurrence,,
JMIM,RF,MCC,10,0.906,0.913,0.94,Occurrence,,
JMIM,RF,MCC,13,0.902,0.918,0.939,Occurrence,,
JMIM,RF,MCC,20,0.898,0.916,0.938,Occurrence,,
JMIM,RF,MCC,26,0.899,0.918,0.923,Occurrence,,
JMIM,RF,MCC,33,0.901,0.915,0.926,Occurrence,,
JMIM,RF,MCC,40,0.9,0.914,0.926,Occurrence,,
JMIM,RF,MCC,46,0.9,0.907,0.925,Occurrence,,
JMIM,RF,MCC,53,0.9,0.91,0.929,Occurrence,,
JMIM,RF,MCC,59,0.896,0.909,0.927,Occurrence,,
JMIM,RF,MCC,66,0.895,0.904,0.927,Occurrence,,
NONE,LR,MCC,4*,0.895,0.903,0.92,Occurrence,Refit-O,5
NONE,RF,MCC,4*,0.887,0.911,0.922,Occurrence,,
Permutation,LR,MCC,2,0.747,0.78,0.814,Occurrence,,
Permutation,LR,MCC,3,0.755,0.788,0.822,Occurrence,,
Permutation,LR,MCC,4,0.759,0.791,0.827,Occurrence,,
Permutation,LR,MCC,5,0.751,0.794,0.83,Occurrence,,
Permutation,LR,MCC,6,0.854,0.897,0.925,Occurrence,,
Permutation,LR,MCC,7,0.854,0.897,0.925,Occurrence,,
Permutation,LR,MCC,8,0.856,0.895,0.925,Occurrence,,
Permutation,LR,MCC,9,0.867,0.894,0.928,Occurrence,,
Permutation,LR,MCC,10,0.863,0.893,0.928,Occurrence,,
Permutation,LR,MCC,13,0.858,0.889,0.931,Occurrence,,
Permutation,LR,MCC,20,0.872,0.901,0.912,Occurrence,,
Permutation,LR,MCC,26,0.869,0.881,0.898,Occurrence,,
Permutation,LR,MCC,33,0.871,0.897,0.918,Occurrence,,
Permutation,LR,MCC,40,0.869,0.896,0.915,Occurrence,,
Permutation,LR,MCC,46,0.891,0.903,0.924,Occurrence,,
Permutation,LR,MCC,53,0.888,0.903,0.926,Occurrence,,
Permutation,LR,MCC,59,0.874,0.904,0.92,Occurrence,,
Permutation,LR,MCC,66,0.872,0.899,0.918,Occurrence,,
Permutation,RF,MCC,2,0.751,0.77,0.79,Occurrence,,
Permutation,RF,MCC,3,0.743,0.78,0.798,Occurrence,,
Permutation,RF,MCC,4,0.743,0.785,0.808,Occurrence,,
Permutation,RF,MCC,5,0.696,0.75,0.799,Occurrence,,
Permutation,RF,MCC,6,0.833,0.877,0.92,Occurrence,,
Permutation,RF,MCC,7,0.857,0.884,0.921,Occurrence,,
Permutation,RF,MCC,8,0.872,0.877,0.908,Occurrence,,
Permutation,RF,MCC,9,0.847,0.881,0.908,Occurrence,,
Permutation,RF,MCC,10,0.845,0.881,0.905,Occurrence,,
Permutation,RF,MCC,13,0.856,0.885,0.92,Occurrence,,
Permutation,RF,MCC,20,0.884,0.898,0.927,Occurrence,,
Permutation,RF,MCC,26,0.886,0.901,0.929,Occurrence,,
Permutation,RF,MCC,33,0.876,0.899,0.921,Occurrence,,
Permutation,RF,MCC,40,0.873,0.9,0.921,Occurrence,,
Permutation,RF,MCC,46,0.873,0.9,0.92,Occurrence,,
Permutation,RF,MCC,53,0.879,0.902,0.923,Occurrence,,
Permutation,RF,MCC,59,0.892,0.912,0.928,Occurrence,,
Permutation,RF,MCC,66,0.9,0.909,0.926,Occurrence,,