@@ -172,27 +172,76 @@ private void testClassificationModel() {
172172
173173 }
174174 float min = Float .valueOf (this .predictedTestData [i ][0 ][1 ]);
175+ 175176 int tempIndex = 0 ;
176177 this .sortedProbability [i ][0 ] = tempIndex ;
177- for (int j = 0 ; j <this .numberOfClasses ; j ++) {
178+ 179+ for (int j = 0 ; j < this .numberOfClasses ; j ++) {
178180 if (min > Float .valueOf (this .predictedTestData [i ][j ][1 ])) {
179181 min = Float .valueOf (this .predictedTestData [i ][j ][1 ]);
180182 tempIndex = j ;
181- if (this .sortedProbability [i ][0 ] != 0 ) {
182- for (int k = this .numberOfClasses -1 ; k > 0 ; k --) {
183- this .sortedProbability [i ][k ] = this .sortedProbability [i ][k -1 ];
183+ }
184+ }
185+ this .sortedProbability [i ][0 ] = tempIndex ;
186+ for (int j = 1 ; j < this .numberOfClasses ; j ++) {
187+ tempIndex = 0 ;
188+ this .sortedProbability [i ][j ] = tempIndex ;
189+ min = Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ]);
190+ for (int k = 0 ; k < this .numberOfClasses ; k ++) {
191+ //System.out.println("Min: " + min);
192+ //System.out.print(k + " ");
193+ //System.out.println(this.predictedTestData[i][k][1]);
194+ //System.out.println( Float.valueOf(this.predictedTestData[i][this.sortedProbability[i][j-1]][1]));
195+ if ((min > Float .valueOf (this .predictedTestData [i ][k ][1 ]) &&
196+ Float .valueOf (this .predictedTestData [i ][k ][1 ]) > Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ])) ||
197+ (Float .valueOf (this .predictedTestData [i ][k ][1 ]) > Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ]) &&
198+ min == Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ]))) {
199+ if (min > Float .valueOf (this .predictedTestData [i ][k ][1 ]) &&
200+ Float .valueOf (this .predictedTestData [i ][k ][1 ]) > Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ])) {
201+ //System.out.println("First condition");
202+ }
203+ if (Float .valueOf (this .predictedTestData [i ][k ][1 ]) > Float .valueOf (this .predictedTestData [i ][this .sortedProbability [i ][j -1 ]][1 ]) &&
204+ k != this .sortedProbability [i ][j -1 ]) {
205+ //System.out.println("Second condition");
184206 }
207+ min = Float .valueOf (this .predictedTestData [i ][k ][1 ]);
208+ //System.out.println("new Min: " + min);
209+ tempIndex = k ;
185210 }
186- this .sortedProbability [i ][0 ] = j ;
187211 }
212+ this .sortedProbability [i ][j ] = tempIndex ;
213+ //System.out.println("Index " + tempIndex);
188214 }
189- this .sortedProbability [i ][0 ] = tempIndex ;
215+ /*
216+ for (int k = 0; k <this.numberOfClasses; k++) {
217+ if (j == k) {
218+ continue;
219+ }
220+ if (min > Float.valueOf(this.predictedTestData[i][k][1])) {
221+ min = Float.valueOf(this.predictedTestData[i][k][1]);
222+ tempIndex = j;
223+ }
224+ this.sortedProbability[i][k] = j;
225+
226+
227+
228+ if (this.sortedProbability[i][0] != 0) {
229+ for (int l = this.numberOfClasses - 1; l > 0; l--) {
230+ this.sortedProbability[i][k] = this.sortedProbability[i][k - 1];
231+ }
232+ }
233+
234+ }
235+ }*/
236+ 237+ 238+ 190239 System .out .println (this .sortedProbability [i ][0 ]);
191240 System .out .println (this .sortedProbability [i ][1 ]);
192241 System .out .println (this .sortedProbability [i ][2 ]);
193242
194243
195- if (i == 90 ) {
244+ if (i == 5 ) {
196245 break ;
197246 }
198247
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