diff --git a/data/breast-cancer-wisconsin.csv b/data/breast-cancer-wisconsin.csv
index 685837a..73cdb56 100644
--- a/data/breast-cancer-wisconsin.csv
+++ b/data/breast-cancer-wisconsin.csv
@@ -1,4 +1,4 @@
-id;clump_thic.;size_unif.;shape_unif.;marg._adh.;epith._size;bare_nuc.;bland_chr.;normal_nuc.;mitoses;class*
+id;clump_thic;size_un;shape_un;marg_adh;epith_size;bare_nuc;bland_chr;nor_nuc;mitoses;class*
1000025;5;1;1;1;2;1;3;1;1;Benign
1002945;5;4;4;5;7;10;3;2;1;Benign
1015425;3;1;1;1;2;2;3;1;1;Benign
diff --git a/data/diabetes.csv b/data/diabetes.csv
index d9062e7..a705831 100755
--- a/data/diabetes.csv
+++ b/data/diabetes.csv
@@ -1,4 +1,4 @@
-Pregnancies,Glucose,BloodPress.,SkinThick.,Insulin,BMI,DPF,Age,Outcome*
+Pregnan,Glucose,BloodPress,SkinThick,Insulin,BMI,DPF,Age,Outcome*
6,148,72,35,0,33.6,0.627,50,1
1,85,66,29,0,26.6,0.351,31,0
8,183,64,0,0,23.3,0.672,32,1
diff --git a/index.html b/index.html
index 0e0e93a..bf2fa03 100755
--- a/index.html
+++ b/index.html
@@ -26,7 +26,7 @@
-
+
diff --git a/js/tsne_vis.js b/js/tsne_vis.js
index 3ca3609..f9258b8 100755
--- a/js/tsne_vis.js
+++ b/js/tsne_vis.js
@@ -2539,18 +2539,23 @@ if (points.length) { // If points exist (at least 1 point)
FeaturesSelectedPoints.push(ArrayContainsDataFeaturesClearedwithoutNull[selectedPoints[i].id]);
}
- console.log(FeaturesSelectedPoints);
-
var vectors = PCA.getEigenVectors(FeaturesSelectedPoints); // Run a local PCA!
- var PCAResults = PCA.computeAdjustedData(FeaturesSelectedPoints,vectors[0]); // Get the results for individual dimension.
- var PCASelVec = [];
+ var PCAResults = PCA.computeAdjustedData(FeaturesSelectedPoints,vectors[0]); // Get the results with the first most variation.
+
+ var PCASelVec = []; var PCASelVecAbs = [];
PCASelVec = PCAResults.selectedVectors[0];
+ PCASelVec.forEach(element => {
+ element = Math.abs(element);
+ PCASelVecAbs.push(element);
+ });
- var len = PCASelVec.length;
+ var len = PCASelVecAbs.length;
var indices = new Array(len);
+
for (var i = 0; i < len; ++i) indices[i] = i;
- indices = indices.sort(function (a, b) { return PCASelVec[a] < PCASelVec[b] ? -1 : PCASelVec[a] > PCASelVec[b] ? 1 : 0; }); // Get the most important features first! Clockwise ordering
- if (len > 8){
+ indices = indices.sort(function (a, b) { return PCASelVecAbs[a] > PCASelVecAbs[b] ? -1 : PCASelVecAbs[a] < PCASelVecAbs[b] ? 1 : 0; }); // Get the most important features first!
+
+ if (len > 8){ // Get only the 8 best dimensions.
indices = indices.slice(0,8);
}
@@ -2560,21 +2565,21 @@ if (points.length) { // If points exist (at least 1 point)
var wrapData2 = [];
for (var i=0; i b[CategoryReplaced]) { return 1; }
@@ -2611,21 +2615,21 @@ if (points.length) { // If points exist (at least 1 point)
var AllPointsWrapData2 = [];
for (var i=0; i