StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
2 lines
2.2 KiB
2 lines
2.2 KiB
4 years ago
|
!function(t,o){"object"==typeof exports&&"undefined"!=typeof module?module.exports=o():"function"==typeof define&&define.amd?define(o):t.KDBush=o()}(this,function(){"use strict";function t(n,r,i,e,h,u){if(!(h-e<=i)){var s=e+h>>1;!function t(n,r,i,e,h,u){for(;h>e;){if(h-e>600){var s=h-e+1,f=i-e+1,p=Math.log(s),a=.5*Math.exp(2*p/3),d=.5*Math.sqrt(p*a*(s-a)/s)*(f-s/2<0?-1:1),v=Math.max(e,Math.floor(i-f*a/s+d)),c=Math.min(h,Math.floor(i+(s-f)*a/s+d));t(n,r,i,v,c,u)}var l=r[2*i+u],g=e,M=h;for(o(n,r,e,i),r[2*h+u]>l&&o(n,r,e,h);g<M;){for(o(n,r,g,M),g++,M--;r[2*g+u]<l;)g++;for(;r[2*M+u]>l;)M--}r[2*e+u]===l?o(n,r,e,M):o(n,r,++M,h),M<=i&&(e=M+1),i<=M&&(h=M-1)}}(n,r,s,e,h,u%2),t(n,r,i,e,s-1,u+1),t(n,r,i,s+1,h,u+1)}}function o(t,o,r,i){n(t,r,i),n(o,2*r,2*i),n(o,2*r+1,2*i+1)}function n(t,o,n){var r=t[o];t[o]=t[n],t[n]=r}function r(t,o,n,r){var i=t-n,e=o-r;return i*i+e*e}var i=function(t){return t[0]},e=function(t){return t[1]},h=function(o,n,r,h,u){void 0===n&&(n=i),void 0===r&&(r=e),void 0===h&&(h=64),void 0===u&&(u=Float64Array),this.nodeSize=h,this.points=o;for(var s=o.length<65536?Uint16Array:Uint32Array,f=this.ids=new s(o.length),p=this.coords=new u(2*o.length),a=0;a<o.length;a++)f[a]=a,p[2*a]=n(o[a]),p[2*a+1]=r(o[a]);t(f,p,h,0,f.length-1,0)};return h.prototype.range=function(t,o,n,r){return function(t,o,n,r,i,e,h){for(var u,s,f=[0,t.length-1,0],p=[];f.length;){var a=f.pop(),d=f.pop(),v=f.pop();if(d-v<=h)for(var c=v;c<=d;c++)u=o[2*c],s=o[2*c+1],u>=n&&u<=i&&s>=r&&s<=e&&p.push(t[c]);else{var l=Math.floor((v+d)/2);u=o[2*l],s=o[2*l+1],u>=n&&u<=i&&s>=r&&s<=e&&p.push(t[l]);var g=(a+1)%2;(0===a?n<=u:r<=s)&&(f.push(v),f.push(l-1),f.push(g)),(0===a?i>=u:e>=s)&&(f.push(l+1),f.push(d),f.push(g))}}return p}(this.ids,this.coords,t,o,n,r,this.nodeSize)},h.prototype.within=function(t,o,n){return function(t,o,n,i,e,h){for(var u=[0,t.length-1,0],s=[],f=e*e;u.length;){var p=u.pop(),a=u.pop(),d=u.pop();if(a-d<=h)for(var v=d;v<=a;v++)r(o[2*v],o[2*v+1],n,i)<=f&&s.push(t[v]);else{var c=Math.floor((d+a)/2),l=o[2*c],g=o[2*c+1];r(l,g,n,i)<=f&&s.push(t[c]);var M=(p+1)%2;(0===p?n-e<=l:i-e<=g)&&(u.push(d),u.push(c-1),u.push(M)),(0===p?n+e>=l:i+e>=g)&&(u.push(c+1),u.push(a),u.push(M))}}return s}(this.ids,this.coords,t,o,n,this.nodeSize)},h});
|