1 Default settings, 5000 playouts.
2 Opponent: gnugo --mode gtp --chinese-rules --capture-all-dead --level 10
5 gnugo 19x19 l1 vs l10 k 7.5: 29% (+-2.3%)
6 gnugo 19x19 l1 vs l10 k 0.5: 42.2% (+-2.5%)
7 gnugo 19x19 l1 vs l10 k -7.5: 52.5% (+-2.5%)
8 gnugo 19x19 l1 vs l10 k -14.5: 62.2% (+-2.4%)
9 gnugo 19x19 l1 vs l10 k -21.5: 71.5% (+-2.3%)
10 gnugo 19x19 l1 vs l10 k -28.5: 78.2% (+-2.1%)
11 gnugo 19x19 l1 vs l10 handi 2: 54.7% (+-2.1%)
12 gnugo 19x19 l1 vs l10 handi 3: 71.9% (+-2.2%)
13 gnugo 19x19 l1 vs l10 handi 4: 82.6% (+-1.9%)
14 gnugo 19x19 l1 vs l10 handi 5: 88.9% (+-1.6%)
17 Unfortunately, some early measurements use 95% confidence interval; all newer
18 ones use the standard error (/1.96) instead, since that's what gogui-twogtp
23 ../../gogui-1.1.10/bin/gogui-twogtp -black 'gnugo --mode gtp --chinese-rules --capture-all-dead --level 10' -white './zzgo-77d2d games=5000,policy=ucb1amaf,playout=moggy' -alternate -auto -verbose -size 9 -komi 7.5 -games 100 -sgffile f1-77d2d
24 for i in *.dat; do ../../gogui-1.1.10/bin/gogui-twogtp -force -analyze $i; done
25 ./test_in_context.sh <directory with results> 9
27 ead8e ucb1amaf 16.5% (+-4.5%)
29 b2185 ucb1amaf 50% (+-6%)
31 75fff ucb1amaf 49% (+-4%)
33 c5bea ucb1amaf 42.5% (+-2.5%)
35 95bf3 ucb1amaf 25.2% (+-4%)
37 c7249 ucb1amaf 34.2% (+-4.8%)
39 9367d ucb1amaf 37% (+-8%)
41 ce540 ucb1amaf* 42% (+-2%) selfatarirate=0
42 ce540 ucb1amaf 43% (+-2%)
44 62592 ucb1amaf* 47% (+-2.5%) selfatarirate=0
45 62592 ucb1amaf 44% (+-2.5%)
46 62592 ucb1amaf*# 45.2% (+-2.5%) selfatarirate=0,rave_prior
47 62592 ucb1amaf# 47.5% (+-2.5%) rave_prior
49 1a1eb ucb1 15% (+-2%) selfatarirate=0:capturerate=0:lcapturerate=0
51 6e22f ucb1amaf 49.5% (+-2.5%)
52 6e22f ucb1amaf*0 48% (+-2.5%) rave_equiv=6000
53 6e22f ucb1amaf*1 49% (+-2.5%) rave_equiv=500
54 6e22f ucb1amaf# 43.2% (+-2.5%) explore_p=0
55 6e22f ucb1amaf#*0 45.8% (+-2.5%) explore_p=0,rave_equiv=6000
56 6e22f ucb1amaf#*1 48.8% (+-2.5%) explore_p=0,rave_equiv=500
57 6e22f ucb1amaf#0 49.5% (+-2.5%) explore_p=0.01
58 6e22f ucb1amaf#1 24.8% (+-2.5%) explore_p=0.5
59 6e22f 19x19 ucb1amaf 0%
60 6e22f 19x19 ucb1amaf* 0% explore_p=0.01,rave_equiv=100
62 88fe2 ucb1amaf 50.8% (+-2.5%)
63 88fe2 ucb1amaf* 49.5% (+-2.5%) selfatarirate=0
65 04b7b ucb1amaf 60.5% (+-2.4%)
66 04b7b ucb1amaf* 60.2% (+-2.4%) selfatarirate=0
67 04b7b ucb1amaf%1 58.5% (+-2.5%) rate=75
68 04b7b ucb1amaf%2 60.8% (+-2.4%) rate=100
69 04b7b ucb1amaf# 54.5% (+-2.5%) explore_p=0
70 04b7b ucb1amaf^ 63.5% (+-2.4%) threads=2
71 04b7b ucb1amaf+ 71.2% (+-2.3%) games=10000
72 04b7b ucb1amaf! 79.5% (+-2%) playout_amaf
73 04b7b ucb1amaf!& 46% (+-2.5%) playout_amaf,patternrate=0
75 82790 ucb1amaf 54.1% (+-2.9%)
76 82790 ucb1amaf! 79% (+-2.9%) playout_amaf
78 129bb ucb1amaf 64.5% (+-2.4%)
79 129bb ucb1amaf! 77.2% (+-2.1%) playout_amaf
81 <playout_amaf_nakade on by default>
83 605dd ucb1amaf 56.2% (+-2.5%)
84 605dd ucb1amaf! 63.5% (+-2.4%) playout_amaf
86 <unknown playout_amaf regression>
88 c031a ucb1amaf 52.5% (+-4.2%)
89 c031a ucb1amaf! 63.4% (+-4.2%) playout_amaf
91 87b9e ucb1amaf 53.7% (+-2.1%)
92 87b9e ucb1amaf#1 59.5% (+-1.7%) explore_p_rave=0
93 87b9e ucb1amaf#2 59.1% (+-1.7%) explore_p=0.01,explore_p_rave=0.01
94 87b9e ucb1amaf% 56.6% (+-2%) local_assess
95 87b9e ucb1amaf* 19% (+-1.3%) patternrate=0
96 87b9e ucb1amaf!$ 62.8% (+-2.4%) playout_amaf,rave_equiv=500
97 87b9e ucb1amaf!#1 62.8% (+-1.7%) playout_amaf,explore_p=0.01,explore_p_rave=0.01
98 87b9e ucb1amaf!#2 61.6% (+-1.7%) playout_amaf,explore_p_rave=0.01
99 87b9e ucb1amaf!& 61.8% (+-2.4%) playout_amaf,eqex=25
100 87b9e ucb1amaf! 61.4% (+-2.1%) playout_amaf
102 <playout_amaf is now default>
104 093e7 ucb1amaf 60.5% (+-2.4%)
105 093e7 ucb1amaf! 58.8% (+-2.5%) plaout_amaf=0
106 093e7 ucb1amaf% 60.8% (+-2.4%) ladders=0
108 <playout_amaf_nakade partially off>
110 635a3 ucb1amaf 65% (+-2.4%)
111 635a3 ucb1amaf 63% (+-2.4%) explore_p_rave=0.01
113 <playout_amaf_nakade off by default>
115 eac23 ucb1amaf 77.4% (+-1.5%)
116 eac23 ucb1amaf# 76.6% (+-1.5%) explore_p_rave=0.01
117 eac23 ucb1amaf! 74.3% (+-1.5%) check_nakade=0
118 eac23 ucb1amaf!# 75.5% (+-1.6%) check_nakade=0,explore_p_rave=0.01
119 eac23 ucb1amaf!#* 75% (+-1.5%) check_nakade=0,explore_p_rave=0.01,explore_p=0.01
121 <explore_p_rave=0.01>
123 229b9 ucb1amaf 2k 65.5% (+-2.4%)
124 229b9 ucb1amaf 5k 77.5% (+-2.1%)
125 229b9 ucb1amaf 20k 83.8% (+-1.7%)
126 229b9 ucb1amaf 50k 90% (+-1.5%)
127 229b9 ucb1amaf! 2k 37.8% (+-2.4%) playout_amaf=0
128 229b9 ucb1amaf! 5k 59% (+-2.5%) playout_amaf=0
129 229b9 ucb1amaf! 20k 79% (+-2%) playout_amaf=0
130 229b9 ucb1amaf! 50k 83.5% (+-1.9%) playout_amaf=0
131 229b9 ucb1amaf% 5k 77.2% (+-2.1%) ladders=0
132 229b9 ucb1amaf*# 5k 74.9% (+-2.2%) explore_p=0.005,explore_p_rave=0.005
135 229b9 ucb1amaf km5.5 B+57.5% (+-2.5%)
136 229b9 ucb1amaf km7.5 B+48.8% (+-2.5%)
138 2d54a ucb1amaf 72.2% (+-2.2%)
140 8ac8a ucb1amaf 77% (+-2.1%)
141 8ac8a ucb1amaf@ 77% (+-2.1%) ladder catcher atari check disabled
142 8ac8a ucb1amaf 50k 93.5% (+-1.2%)
145 fccfe ucb1amaf 78% (+-2.1%)
146 fccfe ucb1amaf# 78.5% (+-2.1%) rave_prior=0
147 fccfe ucb1amaf*0 76% (+-2.1%) playout_amaf_cutoff=50
148 fccfe ucb1amaf*0! 78.5% (+-2.1%) playout_amaf_cutoff=50,playout_amaf_nakade=1
149 fccfe ucb1amaf*1 79.8% (+-2%) playout_amaf_cutoff=75
150 fccfe ucb1amaf*1! 74% (+-2.2%) playout_amaf_cutoff=75,playout_amaf_nakade=1
151 fccfe ucb1amaf*2 76.7% (+-2.1%) playout_amaf_cutoff=85
152 fccfe ucb1amaf*2! 77% (+-2.1%) playout_amaf_cutoff=85,playout_amaf_nakade=1
153 fccfe ucb1amaf*3 72% (+-2.2%) playout_amaf_cutoff=90
154 fccfe ucb1amaf*3! 73% (+-2.2%) playout_amaf_cutoff=90,playout_amaf_nakade=1
155 fccfe ucb1amaf*3 72% (+-2.2%) playout_amaf_cutoff=90
156 fccfe ucb1amaf*3! 73% (+-2.2%) playout_amaf_cutoff=90,playout_amaf_nakade=1
159 fccfe ucb1amaf 78% (+-2.1%)
160 fccfe ucb1amaf 10k 79.8% (+-2%)
161 fccfe ucb1amaf t=2 75.5% (+-2.2%)
162 569d7 ucb1amaf t=2 82.9% (+-1.9%)
165 <Multiple board sizes from now on>
167 Fillboard investigations (only 4-lib fillboard yet):
169 569d7 9ucb1amaf! 81.2% (+-2%) fillboardtries=10
170 569d7 9ucb1amaf 50k 90% (+-1.5%)
171 569d7 9ucb1amaf! 50k 90.8% (+-1.4%) fillboardtries=10
173 ce382 13ucb1amaf 51.8% (+-2.5%)
174 ce382 13ucb1amaf 50k 79.6% (+-2.6%)
175 569d7 13ucb1amaf! 47% (+-2.5%) fillboardtries=10
176 569d7 13ucb1amaf! 50k 82.8% (+-2.4%) fillboardtries=10
181 4181b 9ucb1amaf 76% (+-2.4%)
182 4181b 13ucb1amaf 47.8% (+-2.5%)
183 4181b 19ucb1amaf 1.6% (+-0.9%)
184 4181b 19ucb1amaf! 1% (+-0.7%) fillboardtries=10
187 0965e 9ucb1amaf 77.5% (+-2.1%)
188 0965e 9ucb1amaf# 9.5% (+-1.5%) sylvain_rave=0
189 0965e 9ucb1amaf& 79% (+-2.1%) self-atari protection turned off for single-stone groups
191 0965e 13ucb1amaf 45.2% (+-2.5%)
192 0965e 13ucb1amaf& 52.2% (+-2.5%) self-atari protection turned off for single-stone groups
196 234b3 9ucb1amaf 77.2% (+-2.1%)
197 234b3 13ucb1amaf 47% (+-2.5%)
202 035fc 9ucb1amaf 70.5% (+-2.3%)
203 035fc 9ucb1amaf# 79.8% (+-2%) pattern2=0
207 74b71 9ucb1amaf 74.2% (+-2.2%)
208 74b71 9ucb1amaf# 77% (+-2.1%) pattern2=0
209 74b71 13ucb1amaf 46.8% (+-2.5%)
210 74b71 13ucb1amaf# 50.2% (+-2.5%) pattern2=0
212 e34f9 9ucb1amaf 74.2% (+-2.2%)
213 e34f9 9ucb1amaf# 74% (+-2.2%) pattern2=0
214 e34f9 9ucb1amaf* 76% (+-2.1%) atarirate=0
215 e34f9 9ucb1amaf#* 79% (+-2%) pattern2=0,atarirate=0
216 e34f9 13ucb1amaf 47.2% (+-2.5%)
217 e34f9 13ucb1amaf# 49.7% (+-2.8%) pattern2=0
218 e34f9 13ucb1amaf#* 52.2% (+-2.5%) pattern2=0,atarirate=0
220 ba2e1 9ucb1amaf 78.2% (+-2.1%)
221 ba2e1 9ucb1amaf# 81.8% (+-1.9%) pattern2=0
222 ba2e1 9ucb1amaf* 74.5% (+-2.2%) atarirate=0
223 ba2e1 9ucb1amaf#* 75.5% (+-2.2%) pattern2=0,atarirate=0
224 ba2e1 9ucb1amaf#*+ 78.5% (+-2.1%) pattern2=0,atarirate=0,prior_cfgd=6
225 ba2e1 9ucb1amaf+% 81.2% (+-2%) prior_cfgd=6,prior_b19=6
226 ba2e1 9ucb1amaf#+% 83% (+-1.9%) pattern2=0,prior_cfgd=6,prior_b19=6
228 ba2e1 13ucb1amaf+ 57% (+-2.5%) prior_cfgd=6
229 ba2e1 13ucb1amaf+% 51.2% (+-2.5%) prior_cfgd=6,prior_b19=6
230 ba2e1 13ucb1amaf#*+ 54.8% (+-2.5%) pattern2=0,atarirate=0,prior_cfgd=6
232 ba2e1 19ucb1amaf+! 13.8% (+-1.7%) prior_cfgd=6,fillboard
233 ba2e1 19ucb1amaf+%2 21.2% (+-2%) prior_cfgd=prior_b19=prior=20
234 ba2e1 19ucb1amaf+%2! 20.5% (+-2%) prior_cfgd=prior_b19=prior=20,fillboard
235 ba2e1 19ucb1amaf+%3 20.8% (+-2%) prior_cfgd=prior_b19=prior=30
236 ba2e1 19ucb1amaf+%4 25.8% (+-2.2%) prior_cfgd=prior_b19=prior=40
237 ba2e1 19ucb1amaf+%5 23.2% (+-2.1%) prior_cfgd=prior_b19=prior=50
238 ba2e1 19ucb1amaf+%4 24.5% (+-2.2%) prior_cfgd=prior_b19=prior=40,amaf_prior=0
239 ba2e1 19ucb1amaf#*+%! 9.8% (+-1.5%) pattern2=0,atarirate=0,prior_cfgd=prior_b19=6,fillboard
240 ba2e1 19ucb1amaf#*+%2 25% (+-2.2%) pattern2=0,atarirate=0,prior_cfgd=prior_b19=prior=20
241 ba2e1 19ucb1amaf#+%2 26.5% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=20
242 ba2e1 19ucb1amaf#+%3 24% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=30
243 ba2e1 19ucb1amaf#+%4 27% (+-2.2%) pattern2=0,prior_cfgd=prior_b19=prior=40
244 ba2e1 19ucb1amaf#+%2! 22.5% (+-2.1%) pattern2=0,prior_cfgd=prior_b19=prior=20,fillboard
245 ba2e1 19ucb1amaf#+%2_ 23.5% (+-2.1%) pattern2=0,prior_cfgd=prior_b19=prior=20,prior_policy=10
246 ba2e1 19ucb1amaf#+%2a 1% (+-0.7%) pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=1000
247 ba2e1 19ucb1amaf#+%2b 7.2% (+-1.4%) pattern2=0,prior_cfgd=prior_b19=prior=20,playouts=2000
248 ba2e1 19ucb1amaf#+%2 28.2% (+-2.3%) pattern2=0,prior_cfgd=prior_b19=prior=20,amaf_prior=0
250 <pattern2=0, prior_cfgd=prior_b19=-1, etc.>
251 <From now on, 19x19 always has % = prior=20>
253 49208 9ucb1amaf 80% (+-2%)
254 49208 9ucb1amaf& 76.8% (+-2.1%) selfatarirate=0
255 49208 9ucb1amaf_ 76.8% (+-2.1%) can_capture_group() always true (really same rate)
256 49208 19ucb1amaf% 25.4% (+-2.3%)
257 49208 19ucb1amaf%& 18.8% (+-2%) selfatarirate=0
258 49208 19ucb1amaf%_ 19.5% (+-2%) can_capture_group() always true (really same rate)
260 aef5c 19ucb1amaf% 24.5% (+-2.4%)
262 67561 19ucb1amaf% 29% (+-2.3%)
263 67561 19ucb1amaf%*2 26.7% (+-2.7%) explore_p=0.02
265 d11b1 9ucb1amaf 81.8% (+-1.9%)
266 d11b1 9ucb1amaf_ 81.5% (+-1.9%) investigate all nakade neis only in case of snapback (945e5)
267 d11b1 9ucb1amaf* 81.2% (+-2%) atarirate=0
268 d11b1 9ucb1amaf& 78.8% (+-2.1%) explore_p_rave=0
269 d11b1 19ucb1amaf% 24% (+-2%)
271 f1c52 19ucb1amaf% 26.2% (+-2.4%)
272 08c0a 19ucb1amaf% 25.5% (+-2.4%) <d11b1_&>
274 <explore coefficient outside of RAVE>
275 a0f85 9ucb1amaf 80.2% (+-2%)
276 a0f85 9ucb1amaf*1 80.8% (+-2%) explore_p=0
277 a0f85 9ucb1amaf*2 81.2% (+-2%) explore_p=0.01
278 a0f85 9ucb1amaf*3 40.2% (+-2.5%) explore_p=0.6
279 a0f85 19ucb1amaf% 18.8% (+-2%)
283 5524c 9ucb1amaf 84.2% (+-1.8%)
284 5524c 9ucb1amaf^1 70.2% (+-3%) fuego cfgd
285 5524c 9ucb1amaf^2 77% (+-2.1%) fuego cfgd, 0.1 for pass
286 5524c 9ucb1amaf^2* 76.5% (+-2.1%) fuego cfgd, 0.1 for pass, prior_cfgd=4
287 5524c 9ucb1amaf! 81.2% (+-2%) prior_even is 0.1 for pass
289 5524c 19ucb1amaf% 19.8% (+-2%)
290 5524c 19ucb1amaf%^1 13.2% (+-1.7%) fuego cfgd
291 5524c 19ucb1amaf%^2 12.5% (+-1.7%) fuego cfgd, 0.1 for pass
292 5524c 19ucb1amaf%^2* 16.2% (+-1.8%) fuego cfgd, 0.1 for pass, prior_cfgd=5
293 5524c 19ucb1amaf! 19.6% (+-2%) prior_even is 0.3 for pass
295 2151a 9ucb1amaf 81.5% (+-1.9%)
296 443e1 9ucb1amaf_1 72.5% (+-2.2%) Priors just like in Fuego
297 6c6cb 9ucb1amaf_2 70.5% (+-2.3%) Priors just like in Fuego, including equivalent-best-move
299 2151a 19ucb1amaf 17.8% (+-1.9%)
300 443e1 19ucb1amaf_1 12.2% (+-1.6%) Priors just like in Fuego
301 6c6cb 19ucb1amaf_2 19.5% (+-2%) Priors just like in Fuego, including equivalent-best-move
303 03c36 19ucb1amaf%$ 17.2% (+-1.9%) ko=-1, without ko aging yet
305 09368 9ucb1amaf 80.2% (+-2%)
306 09368 9ucb1amaf$ 80% (+-2%) ko=-1
307 09368 9ucb1amaf^ 79% (+-2%) eye=0
308 09368 9ucb1amaf$^ 77.2% (+-2.1%) ko=-1,eye=0
310 a1353 19u1a%* 61.8% (+-3.2%) 10k
311 a1353 19u1a%^1 k-14.5 29.2% (+-2.3%) dynkomi=150
312 a1353 19u1a% k-14.5 29% (+-2.3%)
313 a1353 19u1a%^1 k-7.5 30% (+-2.3%) dynkomi=150
314 a1353 19u1a% k-7.5 26.5% (+-2.2%)
315 a1353 19u1a%*^1 k0.5 41.6% (+-3%) 10k, dynkomi=150
316 a1353 19u1a%* k0.5 45.1% (+-3%) 10k
317 a1353 19u1a% k0.5 24% (+-2.1%)
318 a1353 19u1a%^0 k0.5 25.8% (+-2.2%) dynkomi=100
319 a1353 19u1a%^1 k0.5 24.2% (+-2.1%) dynkomi=150
320 a1353 19u1a%^2 k0.5 25% (+-2.2%) dynkomi=200
322 a1267 9ucb1amaf 80.1% (+-2%)
323 a1267 9ucb1amaf~20 20.3% (+-2%) val_scale=0.15,val_points=10
324 a1267 9ucb1amaf~21 6% (+-1.2%) val_scale=0.15,val_points=20
325 a1267 9ucb1amaf~22 2.5% (+-0.8%) val_scale=0.15,val_points=30
326 a1267 9ucb1amaf~00 20.2% (+-1.2%) val_scale=0.05,val_points=10
327 a1267 9ucb1amaf~11 5.8% (+-1.2%) val_scale=0.10,val_points=20
328 a1267 9ucb1amaf~31 6.5% (+-2%) val_scale=0.20,val_points=20
329 a1267 9ucb1amaf~a0 18% (+-1.9%) val_scale=0.01,val_points=10
330 a1267 9ucb1amaf~a1 3.5% (+-0.9%) val_scale=0.01,val_points=20
331 a1267 9ucb1amaf~b1 6.8% (+-1.3%) val_scale=0.02,val_points=20
332 a1267 9ucb1amaf~bx 2.3% (+-0.7$) val_scale=0.02,val_points=80
333 a1267 19ucb1amaf% 21.8% (+-2.1%)
335 2b830 9ucb1amaf 73% (+-2.2%)
336 2b830 9ucb1amaf_ 79% (+-2%) global atari check picks moves across all atari groups
337 2b830 9ucb1amaf~b1 3.8% (+-1%) val_scale=0.02,val_points=20
338 2b830 19ucb1amaf% 20.7% (+-3%)
339 2b830 19ucb1amaf%_ 20.1% (+-2.4%) global group atari check picks move across all groups
343 cc80e 9ucb1amaf 76.8% (+-2.1%)
344 cc80e 19ucb1amaf%_ 18.8% (+-2.7%) 8 neighbors are examined instead of 4 in local atari/2lib check
346 e2a49 9ucb1amaf 81.2% (+-2%)
347 e2a49 9ucb1amaf_ 75.8% (+-2.1%) liberal 2-liberty check (take even liberty where opponent can't play)
348 e2a49 9ucb1amaf 2k 71.2% (+-2.3%)
349 e2a49 9ucb1amaf 3k 65.5% (+-2.4%)
350 e2a49 19ucb1amaf% 25.3% (+-2.1%) ??? suspicious bump in percentage
351 e2a49 19ucb1amaf%*3 25.4% (+-3.7%) explore_p=0
353 f3603 9ucb1amaf 75.8% (+-2.1%)
354 f3603 9ucb1amaf~b1 7% (+-1.3%) val_scale=0.02,val_points=20
355 f3603 19ucb1amaf% 19.4% (+-2.1%)
357 <fixed non-integer results in AMAF>
359 fba31 9ucb1amaf 40k 94.2% (+-1.2%)
360 fba31 9ucb1amaf~b1 78% (+-2.1%) val_scale=0.02,val_points=20
361 fba31 9ucb1amaf~ax 80.8% (+-2%) val_scale=0.01,val_points=80
362 fba31 19ucb1amaf% 20.7% (+-2.2%)
363 fba31 19ucb1amaf%~a0 20.9% (+-2.2%) val_scale=0.01,val_points=10
364 fba31 19ucb1amaf%~ax 23.2% (+-2.1%) val_scale=0.01,val_points=80
365 fba31 19ucb1amaf%~b1 22.3% (+-2.2%) val_scale=0.02,val_points=20
367 3d0d9 19k-14.5 a% 29.5% (+-2.3%)
368 3d0d9 19k-14.5 a%^0 29.9% (+-2.5%) dynkomi=100
369 3d0d9 19k-14.5 a%^1 37% (+-2.4%) dynkomi=150
370 3d0d9 19k-14.5 a%^2 38.6% (+-2.6%) dynkomi=200
371 3d0d9 19k-14.5 a%^3 34.7% (+-2.5%) dynkomi=250
373 c40e2 19h2 u1a% 36.2% (+-2.4%)
374 c40e2 19h3 u1a% 43% (+-2.5%)
375 c40e2 19h4 u1a% 50.7% (+-2.9%)
377 c035e 9ucb1amaf 77.5% (+-2.1%)
378 1d4f8 9ucb1amaf 77% (+-2.1%)
379 1d4f8 9ucb1amaf*1 84% (+-1.8%) explore_p=0.02
380 1d4f8 9ucb1amaf*3 84.5% (+-1.8%) explore_p=0.002
381 1d4f8 9ucb1amaf%*1 81.8% (+-1.9%) prior=eqex=20,explore_p=0.02
382 1d4f8 9ucb1amaf%*2 81.8% (+-1.9%) prior=eqex=20,explore_p=0.002
383 1d4f8 9ucb1amaf%*3 85.2% (+-1.9%) prior=eqex=20,explore_p=0
384 1d4f8 9km0 u1a 60.2% (+-2.5%)
385 1d4f8 9km0 u1a*1 61.2% (+-2.4%) explore_p=0.02
386 1d4f8 9km0 u1a*3 61% (+-2.4%) explore_p=0
387 1d4f8 9km0 u1a%*1 65% (+-2.4%) prior=eqex=20,explore_p=0.02
388 1d4f8 9km0 u1a%*3 65.2% (+-2.4%) prior=eqex=20,explore_p=0
390 1d4f8 19u1a% 17.4% (+-2.3%)
391 1d4f8 19u1a%2 21.4% (+-3.7%) prior=eqex=40
392 1d4f8 19u1a%*x 0% (+-0%) explore_p=0.6
393 1d4f8 19u1a%*0 13% (+-1.7%) explore_p=0.2
394 1d4f8 19u1a%*1 23.4% (+-2.4%) explore_p=0.02
395 1d4f8 19u1a%*2 25% (+-2.4%) explore_p=0.002
396 1d4f8 19u1a%*3 22.4% (+-2.9%) explore_p=0
397 1d4f8 19u1a%2*3 29.4% (+-3.2%) explore_p=0,prior=eqex=40
398 1d4f8-67561 19u1a% 10.6% (+-2.3%) 1d4f8 perspective - something deeply rotten, eh? ;)
399 1d4f8-67561 19u1a%*1 41.7% (+-2.9%) explore_p=0.02, 1d4f8 perspective - better, but still regression
401 7b125 19u1a% 15.7% (+-2.4%) <exploration bias moves back into the beta-term>
402 16ac5 19u1a% 15.3% (+-4.7%) <restored explore_p_rave bias term on top of 7b125>