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mmqt_feature_selection.txt
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variable label AUC include type definitionsomaVol volume soma 0.68 simple volume of somabranchVol volume branches 0.72 simple volume of all branchescellVol volume cell 0.56 simple volume of the cellcellArea surface area cell 0.78 simple surface area of the cellsphericity sphericity * 0.90 1 simple measure of compactness of the cell in 3Dcircularity circularity * 0.91 1 simple measure of compactness of the cell in 2Dsolidity solidity * 0.84 simple proportion of the pixels in the convex hull that are also in the cellvolume_1 volume P0 0.78 simple volume of nodes; minimumvolume_2 volume P25 0.89 simple volume of nodes; 25th percentilevolume_3 volume P50 0.90 simple volume of nodes; medianvolume_4 volume P75 0.93 1 simple volume of nodes; 75th percentilevolume_5 volume P100 0.73 simple volume of nodes; maximumnodesN nodes total 0.89 1 skeleton total number of nodes in the skeletonnodesBranching branching nodes 0.90 1 skeleton number of branching nodes (degree > 2)nodesEnding end-nodes 0.86 1 skeleton number of blind ending nodes (degree = 1)nodesBranchingRatio branching nodes ratio 0.84 skeleton ratio branching nodes/nodes totalnodesEndingRatio end-nodes ratio 0.80 skeleton ratio end-nodes/nodes totalbranchN branches 0.65 skeleton number of major branchesbranchNodesN nodes in branches 0.90 1 skeleton number of nodes located in the branchesbranchNodesPerBranch nodes per branch 0.94 1 skeleton nodes per major branchbranchEndNodesN end-nodes in branches 0.89 1 skeleton "number of nodes located in the branches, having degree 1 (i.e. branch end-nodes)"branchEndNodesPerBranch end-nodes per branch 0.91 1 skeleton end-nodes per major branchbranchSegmentsN branch segments 0.91 1 skeleton number of branch segmentsbranchNodesPerSegment nodes per branch segment 0.77 skeleton nodes per branch segmentbranchSegmentsPerBranch segments per branch 0.94 1 skeleton segments per major branchbranchCyclesN branch cycles 0.91 1 skeleton number of cycles in the branchesbranchLengthSkel_1 branch length skeleton P0 * 0.60 skeleton "length of major branches, following the edges of skeleton; minimum"branchLengthSkel_2 branch length skeleton P25 0.79 skeleton "length of major branches, following the edges of the skeleton; 25th percentile"branchLengthSkel_3 branch length skeleton P50 0.87 skeleton "length of major branches, following the edges of the skeleton; median"branchLengthSkel_4 branch length skeleton P75 0.90 1 skeleton "length of major branches, following the edges of the skeleton; 75th percentile"branchLengthSkel_5 branch length skeleton P100 0.86 skeleton "length of major branches, following the edges of the skeleton; maximum"branchLengthAir_1 branch length air-line P0 * 0.59 skeleton length of the air-line connecting starting/end nodes of major branches; minimumbranchLengthAir_2 branch length air-line P25 0.69 skeleton length of the air-line connecting starting/end nodes of major branches; 25th percentilebranchLengthAir_3 branch length air-line P50 0.83 skeleton length of the air-line connecting starting/end nodes of major branches; medianbranchLengthAir_4 branch length air-line P75 0.86 skeleton length of the air-line connecting starting/end nodes of major branches; 75th percentilebranchLengthAir_5 branch length air-line P100 0.81 skeleton length of the air-line connecting starting/end nodes of major branches; maximumbranchLengthRatio_1 branch sinuosity P0 0.60 skeleton ratio branch length skeleton/branch length air-line; minimumbranchLengthRatio_2 branch sinuosity P25 0.84 skeleton ratio branch length skeleton/branch length air-line; 25th percentilebranchLengthRatio_3 branch sinuosity P50 0.90 1 skeleton ratio branch length skeleton/branch length air-line; medianbranchLengthRatio_4 branch sinuosity P75 0.86 skeleton ratio branch length skeleton/branch length air-line; 75th percentilebranchLengthRatio_5 branch sinuosity P100 0.83 skeleton ratio branch length skeleton/branch length air-line; maximumgroupDegree degree cell 0.53 graph number of neighboring cells to which the cell is connected by touching branchesgroupDegreeMultiple degree cell multiple 0.52 graph "number of connections to neighboring cells, counting multiple connections to the same cell"degreeSeed degree soma * 0.55 graph number of edges connected to the node in the center of the somadegree_2 degree P25 0.54 graph number of edges connected to each node; 25th percentiledegree_3 degree P50 0.50 graph number of edges connected to each node; mediandegree_4 degree P75 0.50 graph number of edges connected to each node; 75th percentiledegree_5 degree P100 0.54 graph number of edges connected to each node; maximumclosenessSeed closeness soma * 0.92 graph closeness of the node in the center of the somacloseness_1 closeness P0 0.91 graph closeness of nodes; minimumcloseness_2 closeness P25 0.92 graph closeness of nodes; 25th percentilecloseness_3 closeness P50 0.92 graph closeness of nodes; mediancloseness_4 closeness P75 0.92 1 graph closeness of nodes; 75th percentilecloseness_5 closeness P100 0.92 graph closeness of nodes; maximumbetweennessSeed betweenness soma * 0.88 graph betweenness of the node in the center of the somabetweenness_2 betweenness P25 0.54 graph betweenness of nodes; 25th percentilebetweenness_3 betweenness P50 0.92 graph betweenness of nodes; medianbetweenness_4 betweenness P75 0.92 1 graph betweenness of nodes; 75th percentilebetweenness_5 betweenness P100 0.88 graph betweenness of nodes; maximum