Hi David,
below there are the new results. They're organized in the same way as the previous repo.
Results: fixed seed_weight, changing seed_optimization
|
so |
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
20 |
21 |
22 |
23 |
24 |
25 |
26 |
27 |
28 |
29 |
30 |
31 |
32 |
33 |
34 |
35 |
36 |
37 |
38 |
39 |
40 |
41 |
42 |
43 |
44 |
45 |
46 |
47 |
48 |
49 |
50 |
51 |
52 |
53 |
54 |
55 |
56 |
57 |
58 |
59 |
60 |
61 |
62 |
63 |
64 |
65 |
66 |
67 |
68 |
69 |
70 |
71 |
72 |
73 |
74 |
75 |
76 |
77 |
78 |
79 |
80 |
81 |
82 |
83 |
84 |
85 |
86 |
87 |
88 |
89 |
90 |
91 |
92 |
93 |
94 |
95 |
96 |
97 |
98 |
99 |
100 |
101 |
102 |
103 |
104 |
105 |
106 |
107 |
108 |
109 |
110 |
111 |
112 |
113 |
114 |
115 |
116 |
117 |
118 |
119 |
120 |
121 |
122 |
123 |
124 |
125 |
126 |
127 |
128 |
129 |
130 |
131 |
132 |
133 |
134 |
135 |
136 |
137 |
138 |
139 |
140 |
141 |
142 |
143 |
144 |
145 |
146 |
147 |
148 |
149 |
150 |
151 |
152 |
153 |
154 |
155 |
156 |
157 |
158 |
159 |
160 |
161 |
162 |
163 |
164 |
165 |
166 |
167 |
168 |
169 |
170 |
171 |
172 |
173 |
174 |
175 |
176 |
177 |
178 |
179 |
180 |
181 |
182 |
183 |
184 |
185 |
186 |
187 |
188 |
189 |
190 |
191 |
192 |
193 |
194 |
195 |
196 |
197 |
198 |
199 |
200 |
201 |
202 |
203 |
204 |
205 |
206 |
207 |
208 |
209 |
210 |
211 |
212 |
213 |
214 |
215 |
216 |
217 |
218 |
219 |
220 |
221 |
222 |
223 |
224 |
225 |
226 |
227 |
228 |
229 |
230 |
231 |
232 |
233 |
234 |
235 |
236 |
237 |
238 |
239 |
240 |
241 |
242 |
243 |
244 |
245 |
246 |
247 |
248 |
249 |
250 |
251 |
252 |
253 |
254 |
255 |
256 |
257 |
258 |
259 |
260 |
261 |
262 |
263 |
264 |
265 |
266 |
267 |
268 |
269 |
270 |
271 |
272 |
273 |
274 |
275 |
276 |
277 |
278 |
279 |
280 |
281 |
282 |
283 |
284 |
285 |
286 |
287 |
288 |
289 |
290 |
291 |
292 |
293 |
294 |
295 |
296 |
297 |
298 |
299 |
300 |
301 |
302 |
303 |
304 |
305 |
306 |
307 |
308 |
309 |
310 |
311 |
312 |
313 |
314 |
315 |
316 |
317 |
318 |
319 |
320 |
321 |
322 |
323 |
324 |
325 |
326 |
327 |
328 |
329 |
330 |
331 |
332 |
333 |
334 |
335 |
336 |
337 |
338 |
339 |
340 |
341 |
342 |
343 |
344 |
345 |
346 |
347 |
348 |
349 |
350 |
351 |
352 |
353 |
354 |
355 |
356 |
357 |
358 |
359 |
360 |
361 |
362 |
363 |
364 |
365 |
366 |
367 |
368 |
369 |
370 |
371 |
372 |
373 |
374 |
375 |
376 |
377 |
378 |
379 |
380 |
381 |
382 |
383 |
384 |
385 |
386 |
387 |
388 |
389 |
390 |
391 |
392 |
393 |
394 |
395 |
396 |
397 |
398 |
399 |
val |
sw=0 |
90.24 |
90.01 |
90.29 |
90.13 |
90.19 |
90.18 |
89.97 |
90.23 |
90.50 |
90.49 |
90.08 |
90.03 |
90.25 |
90.09 |
90.10 |
90.12 |
90.12 |
90.04 |
90.03 |
90.32 |
90.22 |
89.98 |
89.92 |
90.28 |
90.37 |
89.81 |
90.01 |
89.97 |
89.97 |
89.88 |
90.32 |
89.93 |
90.17 |
89.96 |
90.20 |
90.12 |
90.31 |
90.30 |
90.07 |
90.23 |
90.24 |
90.19 |
90.27 |
90.36 |
90.36 |
90.40 |
90.14 |
89.98 |
90.12 |
90.15 |
90.21 |
90.27 |
90.48 |
90.18 |
90.13 |
90.02 |
90.40 |
90.12 |
89.96 |
90.23 |
90.10 |
90.19 |
90.40 |
89.85 |
89.93 |
89.76 |
90.37 |
90.15 |
90.12 |
90.02 |
90.25 |
90.08 |
89.92 |
89.94 |
90.05 |
90.39 |
90.14 |
90.19 |
90.16 |
90.28 |
89.95 |
90.45 |
89.85 |
90.21 |
90.15 |
90.07 |
90.36 |
90.03 |
89.93 |
90.04 |
90.19 |
89.73 |
90.39 |
89.87 |
90.23 |
90.34 |
90.14 |
90.46 |
90.44 |
90.45 |
90.17 |
90.01 |
90.07 |
89.93 |
90.14 |
90.37 |
90.27 |
90.17 |
89.89 |
90.27 |
90.20 |
90.04 |
90.05 |
90.05 |
90.46 |
89.94 |
90.23 |
89.98 |
89.79 |
90.00 |
90.51 |
90.16 |
90.17 |
90.67 |
90.12 |
89.90 |
90.34 |
89.90 |
90.13 |
90.31 |
90.10 |
90.06 |
90.20 |
90.20 |
89.99 |
90.13 |
89.87 |
90.28 |
90.04 |
90.35 |
90.15 |
90.01 |
90.17 |
89.87 |
90.11 |
90.03 |
90.23 |
90.17 |
90.28 |
90.29 |
90.20 |
89.87 |
90.03 |
90.15 |
90.20 |
90.27 |
90.51 |
89.91 |
90.34 |
90.18 |
90.11 |
90.21 |
89.95 |
89.90 |
89.67 |
90.15 |
90.03 |
90.02 |
90.19 |
89.78 |
90.11 |
89.82 |
90.03 |
90.30 |
90.39 |
90.11 |
89.96 |
90.36 |
90.02 |
90.30 |
90.01 |
90.01 |
90.02 |
89.80 |
90.28 |
89.72 |
90.31 |
90.01 |
89.71 |
90.21 |
90.25 |
90.10 |
90.33 |
89.94 |
90.45 |
90.40 |
90.18 |
90.31 |
90.30 |
89.95 |
90.29 |
90.23 |
90.06 |
90.14 |
90.13 |
90.23 |
89.65 |
90.11 |
89.97 |
90.38 |
90.25 |
90.09 |
90.05 |
90.11 |
89.70 |
90.36 |
90.28 |
90.31 |
90.04 |
90.26 |
89.84 |
90.26 |
90.01 |
90.03 |
90.11 |
89.82 |
90.24 |
89.98 |
90.29 |
90.35 |
90.05 |
90.15 |
89.83 |
89.93 |
90.05 |
90.08 |
89.98 |
90.41 |
90.10 |
90.01 |
90.15 |
89.92 |
90.19 |
90.18 |
90.08 |
90.39 |
90.09 |
89.88 |
90.40 |
90.08 |
90.32 |
89.98 |
90.11 |
90.03 |
90.24 |
90.49 |
89.93 |
90.13 |
89.88 |
90.17 |
90.08 |
90.21 |
90.15 |
90.15 |
90.08 |
89.95 |
89.99 |
89.91 |
90.10 |
89.88 |
89.79 |
90.17 |
90.10 |
89.76 |
90.19 |
90.39 |
90.10 |
89.83 |
90.05 |
90.15 |
89.91 |
90.10 |
90.34 |
90.29 |
90.01 |
90.06 |
90.04 |
90.05 |
90.07 |
90.10 |
90.43 |
90.40 |
90.13 |
90.28 |
90.44 |
90.08 |
90.15 |
90.07 |
90.33 |
90.07 |
89.78 |
89.97 |
90.43 |
89.95 |
90.29 |
90.23 |
90.27 |
90.47 |
90.21 |
90.38 |
90.52 |
90.22 |
90.03 |
90.21 |
90.22 |
90.20 |
90.12 |
90.47 |
90.27 |
90.25 |
90.19 |
90.67 |
90.01 |
90.28 |
89.82 |
90.28 |
90.08 |
90.47 |
90.14 |
90.28 |
90.30 |
89.85 |
90.13 |
89.92 |
90.13 |
90.30 |
90.23 |
90.13 |
90.04 |
90.18 |
89.89 |
90.30 |
90.09 |
90.10 |
90.25 |
90.07 |
89.98 |
89.81 |
90.52 |
90.25 |
90.21 |
90.14 |
90.38 |
90.16 |
90.11 |
90.02 |
90.47 |
90.11 |
90.18 |
90.05 |
90.15 |
89.70 |
90.39 |
89.99 |
90.01 |
90.40 |
89.96 |
90.41 |
90.28 |
89.99 |
89.81 |
90.06 |
90.28 |
89.89 |
90.12 |
89.91 |
90.14 |
90.60 |
90.10 |
90.44 |
90.04 |
90.36 |
90.21 |
90.30 |
90.18 |
90.00 |
89.99 |
90.00 |
90.50 |
90.39 |
90.14 |
90.00 |
89.85 |
90.55 |
90.08 |
90.37 |
89.94 |
90.35 |
90.16 |
90.04 |
test |
sw=0 |
89.82 |
89.27 |
89.71 |
89.22 |
89.53 |
89.24 |
89.34 |
89.61 |
89.54 |
89.51 |
89.59 |
89.40 |
89.47 |
89.71 |
89.57 |
89.51 |
89.29 |
89.46 |
89.37 |
89.41 |
89.55 |
89.53 |
89.42 |
89.79 |
89.66 |
89.49 |
89.69 |
89.61 |
89.71 |
89.40 |
89.27 |
89.94 |
89.46 |
89.37 |
89.36 |
89.35 |
89.58 |
89.67 |
89.57 |
89.57 |
89.41 |
89.63 |
89.70 |
89.84 |
89.25 |
89.82 |
89.78 |
89.61 |
89.31 |
89.51 |
89.58 |
89.44 |
89.48 |
89.31 |
89.44 |
89.63 |
89.56 |
89.32 |
89.24 |
89.67 |
89.58 |
89.64 |
89.40 |
89.61 |
89.60 |
89.42 |
89.42 |
89.76 |
89.48 |
89.58 |
89.28 |
89.25 |
89.72 |
89.56 |
89.59 |
89.06 |
89.27 |
89.58 |
89.86 |
89.69 |
89.52 |
89.47 |
89.54 |
89.49 |
89.85 |
89.52 |
89.50 |
89.27 |
89.55 |
89.51 |
89.64 |
89.57 |
89.60 |
89.44 |
89.35 |
89.32 |
89.51 |
89.74 |
89.70 |
89.51 |
88.98 |
89.54 |
89.47 |
89.32 |
89.31 |
89.65 |
89.52 |
89.87 |
89.08 |
89.71 |
89.44 |
89.62 |
89.50 |
89.59 |
89.77 |
89.67 |
89.53 |
89.39 |
89.79 |
89.60 |
89.67 |
89.56 |
89.41 |
89.47 |
89.47 |
89.40 |
89.62 |
89.07 |
89.47 |
89.53 |
89.48 |
89.39 |
89.52 |
89.40 |
89.36 |
89.59 |
89.54 |
89.53 |
89.84 |
89.46 |
89.67 |
89.51 |
89.50 |
89.53 |
89.65 |
89.83 |
89.72 |
89.62 |
89.77 |
89.58 |
89.59 |
89.36 |
89.69 |
89.83 |
89.27 |
89.28 |
89.57 |
89.46 |
89.78 |
89.38 |
89.55 |
89.21 |
89.79 |
89.50 |
89.64 |
89.50 |
89.55 |
89.72 |
89.69 |
89.33 |
89.91 |
89.66 |
89.56 |
89.71 |
89.95 |
89.64 |
89.54 |
89.54 |
89.56 |
90.04 |
89.25 |
89.37 |
89.54 |
89.75 |
89.44 |
89.45 |
89.82 |
89.40 |
89.57 |
89.21 |
89.76 |
89.52 |
89.59 |
89.43 |
89.53 |
89.44 |
89.64 |
89.13 |
89.93 |
89.42 |
89.77 |
89.62 |
89.78 |
89.61 |
89.47 |
89.91 |
89.24 |
89.58 |
89.31 |
89.35 |
89.75 |
89.25 |
89.45 |
89.78 |
89.54 |
89.39 |
89.63 |
89.44 |
89.55 |
89.54 |
89.34 |
89.47 |
89.85 |
89.70 |
89.54 |
89.23 |
89.62 |
89.61 |
89.76 |
89.55 |
89.72 |
89.12 |
89.44 |
89.51 |
89.71 |
89.30 |
89.55 |
89.39 |
89.96 |
89.33 |
89.56 |
89.45 |
89.62 |
89.42 |
89.20 |
89.73 |
89.35 |
89.67 |
89.63 |
89.50 |
89.25 |
89.91 |
89.82 |
89.37 |
89.68 |
89.63 |
89.67 |
89.47 |
89.31 |
89.35 |
89.49 |
89.70 |
89.60 |
89.57 |
89.23 |
89.22 |
89.66 |
89.58 |
89.78 |
89.57 |
89.65 |
90.31 |
89.44 |
89.43 |
89.36 |
89.50 |
89.38 |
89.49 |
89.85 |
89.52 |
89.76 |
89.65 |
89.43 |
89.23 |
89.64 |
89.80 |
89.16 |
89.65 |
89.57 |
89.43 |
89.46 |
89.82 |
89.23 |
89.29 |
89.68 |
89.48 |
89.68 |
89.40 |
89.55 |
89.63 |
89.64 |
89.39 |
89.53 |
89.56 |
89.44 |
89.59 |
89.84 |
89.66 |
89.66 |
89.52 |
89.62 |
89.52 |
89.35 |
89.67 |
89.42 |
89.61 |
89.35 |
89.30 |
89.94 |
89.51 |
89.49 |
89.45 |
89.24 |
89.19 |
89.74 |
89.56 |
89.46 |
89.28 |
89.60 |
89.49 |
89.80 |
89.75 |
89.32 |
89.61 |
89.21 |
89.49 |
89.27 |
89.64 |
89.49 |
89.32 |
89.71 |
89.38 |
89.05 |
89.88 |
89.71 |
89.47 |
89.75 |
89.50 |
89.81 |
89.35 |
89.27 |
89.58 |
89.40 |
89.10 |
89.66 |
89.46 |
89.54 |
89.71 |
89.91 |
89.24 |
89.62 |
89.31 |
89.36 |
89.79 |
89.65 |
89.46 |
89.60 |
89.39 |
89.77 |
89.35 |
89.56 |
89.40 |
89.61 |
89.38 |
89.42 |
89.43 |
89.58 |
89.65 |
89.49 |
89.46 |
89.24 |
89.17 |
89.38 |
89.45 |
89.52 |
89.33 |
89.46 |
89.47 |
89.67 |
89.50 |
89.54 |
89.69 |
89.43 |
89.32 |
89.23 |
89.62 |
89.73 |
89.57 |
89.42 |
89.78 |
Results: fixed seed_optimization, changing seed_weight
|
sw |
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
20 |
21 |
22 |
23 |
24 |
25 |
26 |
27 |
28 |
29 |
30 |
31 |
32 |
33 |
34 |
35 |
36 |
37 |
38 |
39 |
40 |
41 |
42 |
43 |
44 |
45 |
46 |
47 |
48 |
49 |
50 |
51 |
52 |
53 |
54 |
55 |
56 |
57 |
58 |
59 |
60 |
61 |
62 |
63 |
64 |
65 |
66 |
67 |
68 |
69 |
70 |
71 |
72 |
73 |
74 |
75 |
76 |
77 |
78 |
79 |
80 |
81 |
82 |
83 |
84 |
85 |
86 |
87 |
88 |
89 |
90 |
91 |
92 |
93 |
94 |
95 |
96 |
97 |
98 |
99 |
100 |
101 |
102 |
103 |
104 |
105 |
106 |
107 |
108 |
109 |
110 |
111 |
112 |
113 |
114 |
115 |
116 |
117 |
118 |
119 |
120 |
121 |
122 |
123 |
124 |
125 |
126 |
127 |
128 |
129 |
130 |
131 |
132 |
133 |
134 |
135 |
136 |
137 |
138 |
139 |
140 |
141 |
142 |
143 |
144 |
145 |
146 |
147 |
148 |
149 |
150 |
151 |
152 |
153 |
154 |
155 |
156 |
157 |
158 |
159 |
160 |
161 |
162 |
163 |
164 |
165 |
166 |
167 |
168 |
169 |
170 |
171 |
172 |
173 |
174 |
175 |
176 |
177 |
178 |
179 |
180 |
181 |
182 |
183 |
184 |
185 |
186 |
187 |
188 |
189 |
190 |
191 |
192 |
193 |
194 |
195 |
196 |
197 |
198 |
199 |
200 |
201 |
202 |
203 |
204 |
205 |
206 |
207 |
208 |
209 |
210 |
211 |
212 |
213 |
214 |
215 |
216 |
217 |
218 |
219 |
220 |
221 |
222 |
223 |
224 |
225 |
226 |
227 |
228 |
229 |
230 |
231 |
232 |
233 |
234 |
235 |
236 |
237 |
238 |
239 |
240 |
241 |
242 |
243 |
244 |
245 |
246 |
247 |
248 |
249 |
250 |
251 |
252 |
253 |
254 |
255 |
256 |
257 |
258 |
259 |
260 |
261 |
262 |
263 |
264 |
265 |
266 |
267 |
268 |
269 |
270 |
271 |
272 |
273 |
274 |
275 |
276 |
277 |
278 |
279 |
280 |
281 |
282 |
283 |
284 |
285 |
286 |
287 |
288 |
289 |
290 |
291 |
292 |
293 |
294 |
295 |
296 |
297 |
298 |
299 |
300 |
301 |
302 |
303 |
304 |
305 |
306 |
307 |
308 |
309 |
310 |
311 |
312 |
313 |
314 |
315 |
316 |
317 |
318 |
319 |
320 |
321 |
322 |
323 |
324 |
325 |
326 |
327 |
328 |
329 |
330 |
331 |
332 |
333 |
334 |
335 |
336 |
337 |
338 |
339 |
340 |
341 |
342 |
343 |
344 |
345 |
346 |
347 |
348 |
349 |
350 |
351 |
352 |
353 |
354 |
355 |
356 |
357 |
358 |
359 |
360 |
361 |
362 |
363 |
364 |
365 |
366 |
367 |
368 |
369 |
370 |
371 |
372 |
373 |
374 |
375 |
376 |
377 |
378 |
379 |
380 |
381 |
382 |
383 |
384 |
385 |
386 |
387 |
388 |
389 |
390 |
391 |
392 |
393 |
394 |
395 |
396 |
397 |
398 |
399 |
val |
so=0 |
90.24 |
90.18 |
90.50 |
90.33 |
90.25 |
89.91 |
90.57 |
90.41 |
90.19 |
90.09 |
90.19 |
90.15 |
90.19 |
90.41 |
90.37 |
90.48 |
90.20 |
90.17 |
90.03 |
90.21 |
90.40 |
90.13 |
90.23 |
90.23 |
90.17 |
90.04 |
90.05 |
90.24 |
90.29 |
90.27 |
90.14 |
90.12 |
89.91 |
90.42 |
90.34 |
90.06 |
90.19 |
90.07 |
90.18 |
89.97 |
90.32 |
90.20 |
90.43 |
89.95 |
90.05 |
90.01 |
90.27 |
90.14 |
90.41 |
89.92 |
90.24 |
90.33 |
90.24 |
90.10 |
90.43 |
90.10 |
90.08 |
90.25 |
90.13 |
90.04 |
90.04 |
90.41 |
90.20 |
90.23 |
90.26 |
90.17 |
90.49 |
90.28 |
90.37 |
90.02 |
90.08 |
89.97 |
90.43 |
90.36 |
89.92 |
90.14 |
90.47 |
90.29 |
90.00 |
90.15 |
90.15 |
90.38 |
90.33 |
90.38 |
90.52 |
90.30 |
89.94 |
90.17 |
90.14 |
90.22 |
90.34 |
90.47 |
90.15 |
90.19 |
90.06 |
90.01 |
90.12 |
90.42 |
90.42 |
90.15 |
89.90 |
90.49 |
90.66 |
89.92 |
90.27 |
90.33 |
90.11 |
90.24 |
90.18 |
90.39 |
89.81 |
90.30 |
90.15 |
90.47 |
89.93 |
90.41 |
90.20 |
90.34 |
90.18 |
90.05 |
90.09 |
90.04 |
89.84 |
90.37 |
89.96 |
90.42 |
90.34 |
90.09 |
90.35 |
90.21 |
90.35 |
90.13 |
90.31 |
90.17 |
90.32 |
90.13 |
90.26 |
89.98 |
90.11 |
90.09 |
90.51 |
90.20 |
89.90 |
90.12 |
90.16 |
90.13 |
89.85 |
90.18 |
90.48 |
90.39 |
90.32 |
90.37 |
89.94 |
90.29 |
90.30 |
90.20 |
90.27 |
90.24 |
90.22 |
90.04 |
90.10 |
90.16 |
90.21 |
89.91 |
90.16 |
90.15 |
90.15 |
89.98 |
90.43 |
90.15 |
89.97 |
90.57 |
90.25 |
90.14 |
90.20 |
90.51 |
90.36 |
90.32 |
90.23 |
90.19 |
90.40 |
90.24 |
89.99 |
90.57 |
90.36 |
90.27 |
89.97 |
90.13 |
90.22 |
90.43 |
90.37 |
90.43 |
90.09 |
90.37 |
89.99 |
90.29 |
90.11 |
90.33 |
90.26 |
90.28 |
90.28 |
90.17 |
90.46 |
90.25 |
90.35 |
90.47 |
90.20 |
89.93 |
89.97 |
90.47 |
89.86 |
89.99 |
90.41 |
90.29 |
89.95 |
90.32 |
89.95 |
90.39 |
90.36 |
90.09 |
90.17 |
90.58 |
90.30 |
90.18 |
90.43 |
90.32 |
90.31 |
90.17 |
90.31 |
90.05 |
90.48 |
90.42 |
90.49 |
90.16 |
90.58 |
90.49 |
90.06 |
90.48 |
90.24 |
89.97 |
90.28 |
90.51 |
90.29 |
90.50 |
90.31 |
90.54 |
90.12 |
90.06 |
90.11 |
90.36 |
90.24 |
90.04 |
90.13 |
90.55 |
90.36 |
90.54 |
90.60 |
90.14 |
89.90 |
90.31 |
89.89 |
90.49 |
89.96 |
90.14 |
90.57 |
90.27 |
90.36 |
90.32 |
89.86 |
90.34 |
90.04 |
90.29 |
90.34 |
90.02 |
89.95 |
90.22 |
90.09 |
90.30 |
90.25 |
90.16 |
90.43 |
90.28 |
89.92 |
90.39 |
90.30 |
90.11 |
90.04 |
90.02 |
90.39 |
89.99 |
90.05 |
90.18 |
90.13 |
90.10 |
90.17 |
90.35 |
90.19 |
90.29 |
90.35 |
90.38 |
90.37 |
90.40 |
90.25 |
90.11 |
90.23 |
90.37 |
90.06 |
90.41 |
90.35 |
89.86 |
90.45 |
90.22 |
90.27 |
90.20 |
90.13 |
90.14 |
90.36 |
90.35 |
89.63 |
90.34 |
90.42 |
90.25 |
90.41 |
90.18 |
90.05 |
90.42 |
90.31 |
90.34 |
90.40 |
90.33 |
90.37 |
90.06 |
90.34 |
90.36 |
90.19 |
90.51 |
90.56 |
90.39 |
90.37 |
90.37 |
90.29 |
89.98 |
90.49 |
90.33 |
90.20 |
90.24 |
90.40 |
90.30 |
90.68 |
90.56 |
90.09 |
90.42 |
89.88 |
90.42 |
90.06 |
90.20 |
90.28 |
90.32 |
90.24 |
90.17 |
90.18 |
90.29 |
90.13 |
90.32 |
90.29 |
90.34 |
90.40 |
90.32 |
90.28 |
90.02 |
90.33 |
90.18 |
90.31 |
90.54 |
90.21 |
90.28 |
90.32 |
90.11 |
90.07 |
90.48 |
90.36 |
90.16 |
90.14 |
90.33 |
90.12 |
90.34 |
90.31 |
90.08 |
90.05 |
90.30 |
90.27 |
90.52 |
90.32 |
90.33 |
90.22 |
90.23 |
90.28 |
90.27 |
90.33 |
90.37 |
test |
so=0 |
89.82 |
90.10 |
89.94 |
89.55 |
89.75 |
89.56 |
89.79 |
89.65 |
89.75 |
89.43 |
89.83 |
89.50 |
89.45 |
89.50 |
89.65 |
89.26 |
89.42 |
89.37 |
89.75 |
89.73 |
89.77 |
89.53 |
89.75 |
89.48 |
89.68 |
89.44 |
89.49 |
89.40 |
89.35 |
89.62 |
89.41 |
89.54 |
89.30 |
89.74 |
89.79 |
89.13 |
89.91 |
89.83 |
89.40 |
89.37 |
89.35 |
89.63 |
89.75 |
89.75 |
89.75 |
89.70 |
89.67 |
89.40 |
89.41 |
89.57 |
89.92 |
89.48 |
89.31 |
89.81 |
89.52 |
89.39 |
90.04 |
89.78 |
89.68 |
89.67 |
89.62 |
89.84 |
89.64 |
89.49 |
89.30 |
89.44 |
89.22 |
89.93 |
89.40 |
89.56 |
89.67 |
89.65 |
89.36 |
89.60 |
89.31 |
89.56 |
89.93 |
89.78 |
89.43 |
89.14 |
89.53 |
89.79 |
89.58 |
89.58 |
89.59 |
89.74 |
89.21 |
89.50 |
89.60 |
89.60 |
89.21 |
89.97 |
89.71 |
89.59 |
89.16 |
89.27 |
89.69 |
89.46 |
89.65 |
89.57 |
89.28 |
89.54 |
89.57 |
89.63 |
89.48 |
89.57 |
89.46 |
89.26 |
89.76 |
89.49 |
89.32 |
89.60 |
89.61 |
89.56 |
89.59 |
89.67 |
89.47 |
89.63 |
89.33 |
89.62 |
89.66 |
89.55 |
89.58 |
89.99 |
89.48 |
89.48 |
89.76 |
89.35 |
89.43 |
89.05 |
89.39 |
89.76 |
89.59 |
89.63 |
89.24 |
89.41 |
89.88 |
89.69 |
89.85 |
89.50 |
89.73 |
89.40 |
89.40 |
89.39 |
89.26 |
89.47 |
89.64 |
89.49 |
89.53 |
89.46 |
89.85 |
89.40 |
89.69 |
89.24 |
89.42 |
89.65 |
89.66 |
89.61 |
89.76 |
89.93 |
89.45 |
89.28 |
89.78 |
89.37 |
89.39 |
89.67 |
89.75 |
89.68 |
89.48 |
89.16 |
89.66 |
89.56 |
89.33 |
89.48 |
89.44 |
89.43 |
89.84 |
89.48 |
89.40 |
89.38 |
89.73 |
89.69 |
89.80 |
89.45 |
89.59 |
89.38 |
89.52 |
89.42 |
89.92 |
89.85 |
89.57 |
89.50 |
89.79 |
89.56 |
89.79 |
89.57 |
89.76 |
89.81 |
89.55 |
89.16 |
89.53 |
89.81 |
89.50 |
89.54 |
89.70 |
89.64 |
89.77 |
89.26 |
89.67 |
89.44 |
89.20 |
89.58 |
89.37 |
89.25 |
89.26 |
89.60 |
89.65 |
89.52 |
89.58 |
89.23 |
89.69 |
89.38 |
89.80 |
89.56 |
90.28 |
89.36 |
89.82 |
89.52 |
89.48 |
89.08 |
89.45 |
89.57 |
89.53 |
89.56 |
89.70 |
89.79 |
89.08 |
89.60 |
89.54 |
89.33 |
89.45 |
89.53 |
89.59 |
89.74 |
89.59 |
89.60 |
89.50 |
89.42 |
89.68 |
89.44 |
89.59 |
89.60 |
89.63 |
89.78 |
89.53 |
89.83 |
89.83 |
89.69 |
89.74 |
89.58 |
89.43 |
89.86 |
89.27 |
89.24 |
89.45 |
89.80 |
89.57 |
89.74 |
89.30 |
89.49 |
89.60 |
89.18 |
89.54 |
89.57 |
89.47 |
89.77 |
89.38 |
89.60 |
89.49 |
89.58 |
89.54 |
89.36 |
89.11 |
89.59 |
89.77 |
89.56 |
89.73 |
89.46 |
89.72 |
89.36 |
89.45 |
89.55 |
89.62 |
89.69 |
89.50 |
89.65 |
89.63 |
89.30 |
89.56 |
89.26 |
89.58 |
89.82 |
89.95 |
89.35 |
89.22 |
89.43 |
89.27 |
89.72 |
89.52 |
89.52 |
89.71 |
89.78 |
89.70 |
89.56 |
89.59 |
89.35 |
89.55 |
89.47 |
89.44 |
89.48 |
89.40 |
89.28 |
89.65 |
89.55 |
89.37 |
89.93 |
89.43 |
89.68 |
89.40 |
89.48 |
89.51 |
89.37 |
89.43 |
89.83 |
89.87 |
89.64 |
89.33 |
89.64 |
89.77 |
89.65 |
89.81 |
89.29 |
89.11 |
89.79 |
89.47 |
89.23 |
89.70 |
89.56 |
89.62 |
89.24 |
89.56 |
89.60 |
89.55 |
89.15 |
89.63 |
89.31 |
89.52 |
89.29 |
89.86 |
89.46 |
89.35 |
89.91 |
89.63 |
89.88 |
89.39 |
89.45 |
89.33 |
89.40 |
89.50 |
89.19 |
89.63 |
89.44 |
89.60 |
89.66 |
89.47 |
89.70 |
89.49 |
89.80 |
89.33 |
89.35 |
89.40 |
89.30 |
89.74 |
89.67 |
89.80 |
89.55 |
89.08 |
89.32 |
89.56 |
89.44 |
89.93 |
89.29 |
88.94 |
89.35 |
89.30 |
89.33 |
89.46 |
89.43 |
89.69 |
89.63 |
Results: accuracy matrix on val
so |
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
avg |
std |
sw |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
00 |
90.24 |
90.01 |
90.29 |
90.13 |
90.19 |
90.18 |
89.97 |
90.23 |
90.50 |
90.49 |
90.08 |
90.03 |
90.25 |
90.09 |
90.10 |
90.12 |
90.12 |
90.04 |
90.03 |
90.32 |
90.17 |
0.14 |
01 |
90.18 |
90.16 |
90.21 |
89.94 |
90.25 |
89.98 |
90.12 |
89.93 |
90.15 |
90.32 |
90.14 |
90.38 |
90.17 |
89.89 |
90.14 |
89.92 |
90.09 |
89.98 |
90.11 |
90.31 |
90.12 |
0.14 |
02 |
90.50 |
90.27 |
90.38 |
90.15 |
90.03 |
90.35 |
90.18 |
90.29 |
90.41 |
90.57 |
90.36 |
89.89 |
90.35 |
90.35 |
90.37 |
90.10 |
90.35 |
90.08 |
90.26 |
90.38 |
90.28 |
0.16 |
03 |
90.33 |
90.02 |
90.10 |
90.33 |
90.07 |
89.91 |
90.31 |
90.03 |
90.41 |
90.09 |
90.49 |
90.18 |
90.31 |
90.32 |
90.40 |
90.31 |
90.35 |
90.20 |
90.40 |
89.85 |
90.22 |
0.18 |
04 |
90.25 |
90.13 |
90.50 |
90.43 |
90.33 |
90.14 |
90.13 |
89.94 |
90.45 |
90.23 |
90.09 |
90.04 |
90.32 |
90.18 |
90.20 |
90.03 |
90.27 |
90.16 |
90.33 |
90.03 |
90.21 |
0.15 |
05 |
89.91 |
90.33 |
90.51 |
90.05 |
89.72 |
90.24 |
90.06 |
90.50 |
90.00 |
89.87 |
90.02 |
89.77 |
90.38 |
90.28 |
90.14 |
89.88 |
90.41 |
90.06 |
89.91 |
90.04 |
90.10 |
0.23 |
06 |
90.57 |
90.01 |
90.25 |
90.55 |
90.12 |
90.13 |
90.35 |
90.28 |
90.23 |
90.59 |
90.07 |
90.20 |
90.27 |
90.47 |
90.15 |
90.23 |
90.41 |
90.35 |
90.28 |
90.39 |
90.30 |
0.16 |
07 |
90.41 |
90.17 |
90.26 |
89.94 |
90.16 |
90.38 |
90.34 |
90.33 |
89.94 |
90.26 |
90.21 |
89.92 |
90.19 |
90.27 |
90.24 |
89.97 |
90.08 |
90.23 |
90.15 |
90.09 |
90.18 |
0.14 |
08 |
90.19 |
90.18 |
90.41 |
90.36 |
90.45 |
90.28 |
89.97 |
89.71 |
90.13 |
90.63 |
90.32 |
90.25 |
90.26 |
90.10 |
89.96 |
90.24 |
89.91 |
90.26 |
90.35 |
90.34 |
90.22 |
0.20 |
09 |
90.09 |
90.26 |
90.40 |
90.16 |
90.24 |
89.95 |
90.40 |
90.15 |
90.26 |
90.16 |
90.18 |
90.00 |
90.16 |
89.94 |
89.93 |
89.99 |
90.26 |
90.00 |
90.48 |
90.29 |
90.16 |
0.16 |
10 |
90.19 |
90.15 |
90.41 |
90.31 |
89.88 |
90.33 |
89.98 |
90.25 |
90.00 |
90.25 |
90.21 |
89.86 |
90.29 |
90.15 |
90.13 |
90.40 |
90.37 |
90.34 |
90.11 |
89.85 |
90.17 |
0.17 |
11 |
90.15 |
90.35 |
90.35 |
90.03 |
90.26 |
90.44 |
90.33 |
90.05 |
90.09 |
90.01 |
89.91 |
89.92 |
90.61 |
89.92 |
90.31 |
89.97 |
90.10 |
89.93 |
90.19 |
89.81 |
90.14 |
0.21 |
12 |
90.19 |
90.07 |
90.33 |
90.30 |
90.51 |
90.24 |
90.56 |
90.58 |
90.14 |
90.24 |
90.37 |
90.10 |
90.52 |
90.50 |
90.54 |
89.85 |
90.07 |
90.15 |
90.18 |
90.30 |
90.29 |
0.20 |
13 |
90.41 |
90.12 |
90.30 |
90.00 |
90.28 |
90.09 |
90.34 |
90.44 |
90.27 |
90.41 |
90.26 |
89.91 |
90.10 |
90.36 |
90.43 |
90.07 |
90.13 |
89.83 |
89.96 |
90.26 |
90.20 |
0.18 |
14 |
90.37 |
90.38 |
89.88 |
90.39 |
90.03 |
90.08 |
90.09 |
89.97 |
90.03 |
90.15 |
89.95 |
90.04 |
90.40 |
90.06 |
90.50 |
90.18 |
90.27 |
90.27 |
90.32 |
90.12 |
90.17 |
0.17 |
15 |
90.48 |
90.37 |
90.59 |
89.98 |
90.13 |
90.29 |
90.03 |
90.34 |
89.82 |
90.13 |
90.05 |
89.90 |
90.11 |
90.05 |
90.16 |
89.79 |
89.93 |
90.04 |
90.08 |
89.87 |
90.11 |
0.21 |
16 |
90.20 |
90.08 |
90.34 |
90.31 |
89.93 |
90.32 |
89.82 |
90.45 |
90.04 |
90.24 |
90.24 |
89.89 |
90.06 |
89.65 |
90.24 |
90.13 |
89.89 |
90.20 |
90.09 |
90.20 |
90.12 |
0.20 |
17 |
90.17 |
90.19 |
90.50 |
90.25 |
89.89 |
90.19 |
89.83 |
90.13 |
90.02 |
90.18 |
90.19 |
90.44 |
90.07 |
90.21 |
90.28 |
90.07 |
90.23 |
90.07 |
90.41 |
90.33 |
90.18 |
0.16 |
18 |
90.03 |
90.35 |
90.40 |
90.01 |
90.38 |
90.06 |
89.95 |
90.10 |
90.14 |
90.25 |
90.07 |
90.24 |
90.18 |
90.26 |
90.17 |
90.00 |
89.85 |
90.00 |
90.44 |
90.07 |
90.15 |
0.16 |
19 |
90.21 |
90.31 |
90.64 |
90.30 |
90.40 |
90.23 |
89.96 |
90.39 |
90.31 |
89.87 |
89.96 |
90.17 |
90.59 |
90.20 |
89.99 |
90.24 |
90.03 |
90.06 |
89.89 |
90.41 |
90.21 |
0.21 |
avg |
90.25 |
90.20 |
90.35 |
90.20 |
90.16 |
90.19 |
90.14 |
90.20 |
90.17 |
90.25 |
90.16 |
90.06 |
90.28 |
90.16 |
90.22 |
90.07 |
90.16 |
90.11 |
90.20 |
90.16 |
|
|
std |
0.16 |
0.12 |
0.17 |
0.18 |
0.20 |
0.14 |
0.20 |
0.22 |
0.18 |
0.21 |
0.15 |
0.18 |
0.16 |
0.20 |
0.16 |
0.16 |
0.17 |
0.13 |
0.17 |
0.20 |
|
|
Results: accuracy matrix on test
so |
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
avg |
std |
sw |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
00 |
89.82 |
89.27 |
89.71 |
89.22 |
89.53 |
89.24 |
89.34 |
89.61 |
89.54 |
89.51 |
89.59 |
89.40 |
89.47 |
89.71 |
89.57 |
89.51 |
89.29 |
89.46 |
89.37 |
89.41 |
89.48 |
0.16 |
01 |
90.10 |
90.06 |
89.32 |
89.38 |
89.54 |
89.05 |
89.21 |
89.89 |
89.22 |
89.76 |
89.56 |
89.44 |
89.51 |
89.33 |
89.89 |
89.62 |
89.54 |
89.42 |
88.91 |
89.53 |
89.51 |
0.31 |
02 |
89.94 |
89.22 |
89.41 |
89.32 |
89.67 |
89.73 |
89.60 |
89.22 |
89.55 |
89.75 |
89.29 |
89.45 |
89.71 |
89.18 |
89.76 |
89.48 |
89.18 |
89.31 |
89.72 |
89.48 |
89.50 |
0.22 |
03 |
89.55 |
89.31 |
89.53 |
89.48 |
89.60 |
89.41 |
89.58 |
89.76 |
89.42 |
89.86 |
89.52 |
89.70 |
89.20 |
89.57 |
89.55 |
89.47 |
89.96 |
89.43 |
89.29 |
89.51 |
89.53 |
0.18 |
04 |
89.75 |
89.87 |
89.76 |
89.54 |
89.65 |
89.40 |
89.53 |
89.15 |
89.61 |
89.48 |
89.09 |
89.50 |
89.64 |
89.31 |
89.51 |
89.53 |
89.50 |
89.49 |
89.37 |
89.51 |
89.51 |
0.18 |
05 |
89.56 |
89.50 |
89.42 |
89.22 |
89.32 |
89.40 |
89.50 |
89.62 |
89.64 |
89.32 |
89.27 |
89.34 |
89.51 |
89.28 |
89.32 |
89.16 |
89.44 |
89.07 |
89.33 |
89.66 |
89.39 |
0.16 |
06 |
89.79 |
89.33 |
89.64 |
89.71 |
89.63 |
89.26 |
89.67 |
89.77 |
89.27 |
89.49 |
89.26 |
89.04 |
89.42 |
89.44 |
89.49 |
89.57 |
89.46 |
89.48 |
89.50 |
89.00 |
89.46 |
0.21 |
07 |
89.65 |
89.32 |
89.20 |
89.54 |
89.39 |
89.14 |
89.54 |
89.54 |
89.44 |
89.50 |
89.33 |
89.51 |
89.83 |
89.39 |
89.31 |
89.61 |
89.38 |
89.34 |
89.66 |
89.30 |
89.45 |
0.16 |
08 |
89.75 |
89.44 |
89.23 |
89.41 |
89.74 |
89.31 |
89.23 |
89.19 |
89.43 |
89.85 |
89.49 |
89.41 |
89.48 |
89.43 |
89.47 |
89.49 |
89.38 |
89.66 |
90.10 |
89.71 |
89.51 |
0.22 |
09 |
89.43 |
89.45 |
89.65 |
89.59 |
89.55 |
89.34 |
89.27 |
89.67 |
89.22 |
89.45 |
89.35 |
89.60 |
89.59 |
89.56 |
89.28 |
89.64 |
89.21 |
89.41 |
89.31 |
89.34 |
89.45 |
0.15 |
10 |
89.83 |
89.34 |
89.52 |
88.99 |
89.33 |
89.58 |
89.18 |
89.57 |
89.19 |
89.76 |
89.33 |
89.04 |
89.82 |
89.40 |
89.31 |
89.50 |
89.25 |
89.39 |
89.48 |
89.11 |
89.40 |
0.23 |
11 |
89.50 |
89.29 |
89.53 |
89.29 |
89.62 |
89.50 |
89.64 |
89.60 |
89.56 |
89.20 |
89.50 |
89.53 |
89.45 |
89.68 |
89.33 |
89.56 |
89.31 |
89.18 |
89.56 |
89.53 |
89.47 |
0.14 |
12 |
89.45 |
89.27 |
89.46 |
89.21 |
89.47 |
89.58 |
89.37 |
89.79 |
89.32 |
89.23 |
89.04 |
89.46 |
89.17 |
89.44 |
89.56 |
89.42 |
89.49 |
89.42 |
89.59 |
89.38 |
89.41 |
0.16 |
13 |
89.50 |
89.69 |
89.40 |
89.33 |
89.28 |
89.14 |
89.10 |
89.32 |
89.60 |
89.61 |
89.74 |
89.38 |
89.40 |
89.05 |
89.46 |
89.48 |
89.25 |
89.42 |
89.26 |
89.02 |
89.37 |
0.20 |
14 |
89.65 |
89.98 |
89.80 |
89.47 |
89.63 |
89.48 |
89.74 |
89.68 |
89.33 |
89.59 |
89.57 |
89.77 |
89.41 |
89.47 |
89.56 |
89.57 |
89.53 |
89.32 |
89.68 |
89.88 |
89.61 |
0.17 |
15 |
89.26 |
89.43 |
89.38 |
89.33 |
89.07 |
89.28 |
89.38 |
89.45 |
89.12 |
89.45 |
89.50 |
89.40 |
89.44 |
89.01 |
89.38 |
89.70 |
89.51 |
89.41 |
89.47 |
89.19 |
89.36 |
0.16 |
16 |
89.42 |
89.10 |
89.66 |
89.38 |
89.61 |
89.32 |
89.41 |
89.33 |
89.43 |
89.61 |
89.17 |
89.51 |
89.48 |
89.03 |
89.52 |
89.45 |
89.52 |
89.26 |
89.73 |
89.46 |
89.42 |
0.18 |
17 |
89.37 |
89.62 |
89.03 |
89.30 |
89.18 |
89.25 |
89.36 |
89.34 |
89.44 |
89.44 |
89.54 |
88.85 |
89.54 |
89.68 |
89.59 |
89.28 |
89.37 |
89.10 |
89.27 |
89.55 |
89.35 |
0.20 |
18 |
89.75 |
89.63 |
89.98 |
88.81 |
89.63 |
89.69 |
89.48 |
89.67 |
89.33 |
89.51 |
89.65 |
89.27 |
89.20 |
89.64 |
89.89 |
89.50 |
89.66 |
89.54 |
89.46 |
89.52 |
89.54 |
0.25 |
19 |
89.73 |
89.46 |
89.49 |
89.48 |
89.72 |
89.23 |
89.23 |
89.05 |
89.27 |
89.45 |
89.51 |
89.42 |
89.37 |
89.51 |
89.62 |
89.57 |
89.21 |
89.19 |
89.31 |
89.67 |
89.42 |
0.18 |
avg |
89.64 |
89.48 |
89.51 |
89.35 |
89.51 |
89.37 |
89.42 |
89.51 |
89.40 |
89.54 |
89.41 |
89.40 |
89.48 |
89.41 |
89.52 |
89.51 |
89.42 |
89.36 |
89.47 |
89.44 |
|
|
std |
0.20 |
0.25 |
0.22 |
0.20 |
0.18 |
0.18 |
0.18 |
0.23 |
0.15 |
0.18 |
0.18 |
0.21 |
0.18 |
0.21 |
0.17 |
0.12 |
0.18 |
0.14 |
0.24 |
0.22 |
|
|