Files
FLAML/test/default/xgboost/results.csv
Chi Wang df01031cfe Zero-shot AutoML (#468)
* Prepare for release

Co-authored-by: Moe Kayali <t-moekayali@microsoft.com>

* bug fix

* improve doc and code quality

Co-authored-by: Qingyun Wu
2022-03-01 15:39:09 -08:00

14 KiB

1taskfoldtyperesultparams
22dplanes0regression0.946474{'_modeljson': 'xgb/2dplanes.json'}
32dplanes0regression0.849793{'_modeljson': 'xgb/adult.json'}
42dplanes0regression0.940611{'_modeljson': 'xgb/Albert.json'}
52dplanes0regression0.68908{'_modeljson': 'xgb/Amazon_employee_access.json'}
62dplanes0regression0.945551{'_modeljson': 'xgb/bng_breastTumor.json'}
72dplanes0regression0.929904{'_modeljson': 'xgb/bng_pbc.json'}
82dplanes0regression0.944099{'_modeljson': 'xgb/car.json'}
92dplanes0regression0.938336{'_modeljson': 'xgb/connect-4.json'}
102dplanes0regression0.944454{'_modeljson': 'xgb/default.json'}
112dplanes0regression0.945477{'_modeljson': 'xgb/dilbert.json'}
122dplanes0regression0.91563{'_modeljson': 'xgb/poker.json'}
13dilbert0multiclass-0.362419{'_modeljson': 'xgb/2dplanes.json'}
14dilbert0multiclass-0.515024{'_modeljson': 'xgb/Amazon_employee_access.json'}
15dilbert0multiclass-0.158604{'_modeljson': 'xgb/car.json'}
16dilbert0multiclass-0.0643938{'_modeljson': 'xgb/default.json'}
17dilbert0multiclass-0.0383872{'_modeljson': 'xgb/dilbert.json'}
18dilbert0multiclass-0.0611286{'_modeljson': 'xgb/poker.json'}
19poker0regression0.20821{'_modeljson': 'xgb/2dplanes.json'}
20poker0regression0.206438{'_modeljson': 'xgb/adult.json'}
21poker0regression0.815665{'_modeljson': 'xgb/Airlines.json'}
22poker0regression0.857257{'_modeljson': 'xgb/Albert.json'}
23poker0regression0.362568{'_modeljson': 'xgb/Amazon_employee_access.json'}
24poker0regression0.559622{'_modeljson': 'xgb/bng_breastTumor.json'}
25poker0regression0.922282{'_modeljson': 'xgb/bng_pbc.json'}
26poker0regression0.846139{'_modeljson': 'xgb/car.json'}
27poker0regression0.891631{'_modeljson': 'xgb/connect-4.json'}
28poker0regression0.635679{'_modeljson': 'xgb/default.json'}
29poker0regression0.377996{'_modeljson': 'xgb/dilbert.json'}
30poker0regression0.935986{'_modeljson': 'xgb/poker.json'}
31adult0binary0.918094{'_modeljson': 'xgb/2dplanes.json'}
32adult0binary0.932468{'_modeljson': 'xgb/adult.json'}
33adult0binary0.92673{'_modeljson': 'xgb/Airlines.json'}
34adult0binary0.922077{'_modeljson': 'xgb/Albert.json'}
35adult0binary0.920837{'_modeljson': 'xgb/Amazon_employee_access.json'}
36adult0binary0.92964{'_modeljson': 'xgb/bng_breastTumor.json'}
37adult0binary0.916531{'_modeljson': 'xgb/bng_pbc.json'}
38adult0binary0.884114{'_modeljson': 'xgb/car.json'}
39adult0binary0.917887{'_modeljson': 'xgb/connect-4.json'}
40adult0binary0.931234{'_modeljson': 'xgb/default.json'}
41adult0binary0.928861{'_modeljson': 'xgb/dilbert.json'}
42adult0binary0.909018{'_modeljson': 'xgb/poker.json'}
43Airlines0binary0.703353{'_modeljson': 'xgb/2dplanes.json'}
44Airlines0binary0.696962{'_modeljson': 'xgb/adult.json'}
45Airlines0binary0.73153{'_modeljson': 'xgb/Airlines.json'}
46Airlines0binary0.731577{'_modeljson': 'xgb/Albert.json'}
47Airlines0binary0.725394{'_modeljson': 'xgb/Amazon_employee_access.json'}
48Airlines0binary0.722896{'_modeljson': 'xgb/bng_breastTumor.json'}
49Airlines0binary0.716839{'_modeljson': 'xgb/bng_pbc.json'}
50Airlines0binary0.715654{'_modeljson': 'xgb/car.json'}
51Airlines0binary0.73107{'_modeljson': 'xgb/connect-4.json'}
52Airlines0binary0.719845{'_modeljson': 'xgb/default.json'}
53Airlines0binary0.71873{'_modeljson': 'xgb/dilbert.json'}
54Airlines0binary0.676427{'_modeljson': 'xgb/poker.json'}
55Albert0binary0.742648{'_modeljson': 'xgb/2dplanes.json'}
56Albert0binary0.758723{'_modeljson': 'xgb/adult.json'}
57Albert0binary0.763066{'_modeljson': 'xgb/Airlines.json'}
58Albert0binary0.768073{'_modeljson': 'xgb/Albert.json'}
59Albert0binary0.74349{'_modeljson': 'xgb/Amazon_employee_access.json'}
60Albert0binary0.764{'_modeljson': 'xgb/bng_breastTumor.json'}
61Albert0binary0.767514{'_modeljson': 'xgb/bng_pbc.json'}
62Albert0binary0.743392{'_modeljson': 'xgb/car.json'}
63Albert0binary0.766006{'_modeljson': 'xgb/connect-4.json'}
64Albert0binary0.757802{'_modeljson': 'xgb/default.json'}
65Albert0binary0.746511{'_modeljson': 'xgb/dilbert.json'}
66Albert0binary0.761985{'_modeljson': 'xgb/poker.json'}
67Amazon_employee_access0binary0.727287{'_modeljson': 'xgb/2dplanes.json'}
68Amazon_employee_access0binary0.855441{'_modeljson': 'xgb/adult.json'}
69Amazon_employee_access0binary0.85984{'_modeljson': 'xgb/Airlines.json'}
70Amazon_employee_access0binary0.873629{'_modeljson': 'xgb/Albert.json'}
71Amazon_employee_access0binary0.897708{'_modeljson': 'xgb/Amazon_employee_access.json'}
72Amazon_employee_access0binary0.862679{'_modeljson': 'xgb/bng_breastTumor.json'}
73Amazon_employee_access0binary0.872059{'_modeljson': 'xgb/bng_pbc.json'}
74Amazon_employee_access0binary0.657192{'_modeljson': 'xgb/car.json'}
75Amazon_employee_access0binary0.877547{'_modeljson': 'xgb/connect-4.json'}
76Amazon_employee_access0binary0.851702{'_modeljson': 'xgb/default.json'}
77Amazon_employee_access0binary0.853361{'_modeljson': 'xgb/dilbert.json'}
78Amazon_employee_access0binary0.859734{'_modeljson': 'xgb/poker.json'}
79bng_breastTumor0regression0.184421{'_modeljson': 'xgb/2dplanes.json'}
80bng_breastTumor0regression0.163226{'_modeljson': 'xgb/adult.json'}
81bng_breastTumor0regression0.18037{'_modeljson': 'xgb/Airlines.json'}
82bng_breastTumor0regression0.177238{'_modeljson': 'xgb/Albert.json'}
83bng_breastTumor0regression-0.118976{'_modeljson': 'xgb/Amazon_employee_access.json'}
84bng_breastTumor0regression0.195539{'_modeljson': 'xgb/bng_breastTumor.json'}
85bng_breastTumor0regression0.106337{'_modeljson': 'xgb/bng_pbc.json'}
86bng_breastTumor0regression0.149326{'_modeljson': 'xgb/car.json'}
87bng_breastTumor0regression0.161193{'_modeljson': 'xgb/connect-4.json'}
88bng_breastTumor0regression0.186541{'_modeljson': 'xgb/default.json'}
89bng_breastTumor0regression0.186499{'_modeljson': 'xgb/dilbert.json'}
90bng_breastTumor0regression-0.032219{'_modeljson': 'xgb/poker.json'}
91bng_pbc0regression0.411719{'_modeljson': 'xgb/2dplanes.json'}
92bng_pbc0regression0.409769{'_modeljson': 'xgb/adult.json'}
93bng_pbc0regression0.450806{'_modeljson': 'xgb/Airlines.json'}
94bng_pbc0regression0.458384{'_modeljson': 'xgb/Albert.json'}
95bng_pbc0regression0.236669{'_modeljson': 'xgb/Amazon_employee_access.json'}
96bng_pbc0regression0.441873{'_modeljson': 'xgb/bng_breastTumor.json'}
97bng_pbc0regression0.462226{'_modeljson': 'xgb/bng_pbc.json'}
98bng_pbc0regression0.431868{'_modeljson': 'xgb/car.json'}
99bng_pbc0regression0.45678{'_modeljson': 'xgb/connect-4.json'}
100bng_pbc0regression0.436902{'_modeljson': 'xgb/default.json'}
101bng_pbc0regression0.418839{'_modeljson': 'xgb/dilbert.json'}
102bng_pbc0regression0.448148{'_modeljson': 'xgb/poker.json'}
103car0multiclass-0.38726{'_modeljson': 'xgb/2dplanes.json'}
104car0multiclass-0.22547{'_modeljson': 'xgb/adult.json'}
105car0multiclass-0.208402{'_modeljson': 'xgb/Airlines.json'}
106car0multiclass-0.0256159{'_modeljson': 'xgb/Albert.json'}
107car0multiclass-0.627705{'_modeljson': 'xgb/Amazon_employee_access.json'}
108car0multiclass-0.166328{'_modeljson': 'xgb/bng_breastTumor.json'}
109car0multiclass-0.0201057{'_modeljson': 'xgb/bng_pbc.json'}
110car0multiclass-8.45E-05{'_modeljson': 'xgb/car.json'}
111car0multiclass-0.0129025{'_modeljson': 'xgb/connect-4.json'}
112car0multiclass-0.010029{'_modeljson': 'xgb/default.json'}
113car0multiclass-0.00218674{'_modeljson': 'xgb/dilbert.json'}
114car0multiclass-0.00426392{'_modeljson': 'xgb/poker.json'}
115connect-40multiclass-0.578339{'_modeljson': 'xgb/2dplanes.json'}
116connect-40multiclass-0.489378{'_modeljson': 'xgb/adult.json'}
117connect-40multiclass-0.406886{'_modeljson': 'xgb/Airlines.json'}
118connect-40multiclass-0.332411{'_modeljson': 'xgb/Albert.json'}
119connect-40multiclass-0.636516{'_modeljson': 'xgb/Amazon_employee_access.json'}
120connect-40multiclass-0.425947{'_modeljson': 'xgb/bng_breastTumor.json'}
121connect-40multiclass-0.354612{'_modeljson': 'xgb/bng_pbc.json'}
122connect-40multiclass-0.452201{'_modeljson': 'xgb/car.json'}
123connect-40multiclass-0.338363{'_modeljson': 'xgb/connect-4.json'}
124connect-40multiclass-0.430665{'_modeljson': 'xgb/default.json'}
125connect-40multiclass-0.497404{'_modeljson': 'xgb/dilbert.json'}
126connect-40multiclass-0.592309{'_modeljson': 'xgb/poker.json'}
127adult0binary0.918094{'_modeljson': 'xgb/2dplanes.json'}
128adult0binary0.932468{'_modeljson': 'xgb/adult.json'}
129adult0binary0.92673{'_modeljson': 'xgb/Airlines.json'}
130adult0binary0.922077{'_modeljson': 'xgb/Albert.json'}
131adult0binary0.920837{'_modeljson': 'xgb/Amazon_employee_access.json'}
132adult0binary0.92964{'_modeljson': 'xgb/bng_breastTumor.json'}
133adult0binary0.916531{'_modeljson': 'xgb/bng_pbc.json'}
134adult0binary0.884114{'_modeljson': 'xgb/car.json'}
135adult0binary0.917887{'_modeljson': 'xgb/connect-4.json'}
136adult0binary0.931234{'_modeljson': 'xgb/default.json'}
137adult0binary0.928861{'_modeljson': 'xgb/dilbert.json'}
138adult0binary0.909018{'_modeljson': 'xgb/poker.json'}
139Airlines0binary0.703353{'_modeljson': 'xgb/2dplanes.json'}
140Airlines0binary0.696962{'_modeljson': 'xgb/adult.json'}
141Airlines0binary0.73153{'_modeljson': 'xgb/Airlines.json'}
142Airlines0binary0.731577{'_modeljson': 'xgb/Albert.json'}
143Airlines0binary0.725394{'_modeljson': 'xgb/Amazon_employee_access.json'}
144Airlines0binary0.722896{'_modeljson': 'xgb/bng_breastTumor.json'}
145Airlines0binary0.716839{'_modeljson': 'xgb/bng_pbc.json'}
146Airlines0binary0.715654{'_modeljson': 'xgb/car.json'}
147Airlines0binary0.73107{'_modeljson': 'xgb/connect-4.json'}
148Airlines0binary0.719845{'_modeljson': 'xgb/default.json'}
149Airlines0binary0.71873{'_modeljson': 'xgb/dilbert.json'}
150Airlines0binary0.676427{'_modeljson': 'xgb/poker.json'}
151Albert0binary0.742648{'_modeljson': 'xgb/2dplanes.json'}
152Albert0binary0.758723{'_modeljson': 'xgb/adult.json'}
153Albert0binary0.763066{'_modeljson': 'xgb/Airlines.json'}
154Albert0binary0.768073{'_modeljson': 'xgb/Albert.json'}
155Albert0binary0.74349{'_modeljson': 'xgb/Amazon_employee_access.json'}
156Albert0binary0.764{'_modeljson': 'xgb/bng_breastTumor.json'}
157Albert0binary0.767514{'_modeljson': 'xgb/bng_pbc.json'}
158Albert0binary0.743392{'_modeljson': 'xgb/car.json'}
159Albert0binary0.766006{'_modeljson': 'xgb/connect-4.json'}
160Albert0binary0.757802{'_modeljson': 'xgb/default.json'}
161Albert0binary0.746511{'_modeljson': 'xgb/dilbert.json'}
162Albert0binary0.761985{'_modeljson': 'xgb/poker.json'}
163Amazon_employee_access0binary0.727287{'_modeljson': 'xgb/2dplanes.json'}
164Amazon_employee_access0binary0.855441{'_modeljson': 'xgb/adult.json'}
165Amazon_employee_access0binary0.85984{'_modeljson': 'xgb/Airlines.json'}
166Amazon_employee_access0binary0.873629{'_modeljson': 'xgb/Albert.json'}
167Amazon_employee_access0binary0.897708{'_modeljson': 'xgb/Amazon_employee_access.json'}
168Amazon_employee_access0binary0.862679{'_modeljson': 'xgb/bng_breastTumor.json'}
169Amazon_employee_access0binary0.872059{'_modeljson': 'xgb/bng_pbc.json'}
170Amazon_employee_access0binary0.657192{'_modeljson': 'xgb/car.json'}
171Amazon_employee_access0binary0.877547{'_modeljson': 'xgb/connect-4.json'}
172Amazon_employee_access0binary0.851702{'_modeljson': 'xgb/default.json'}
173Amazon_employee_access0binary0.853361{'_modeljson': 'xgb/dilbert.json'}
174Amazon_employee_access0binary0.859734{'_modeljson': 'xgb/poker.json'}
175bng_breastTumor0regression0.184421{'_modeljson': 'xgb/2dplanes.json'}
176bng_breastTumor0regression0.163226{'_modeljson': 'xgb/adult.json'}
177bng_breastTumor0regression0.18037{'_modeljson': 'xgb/Airlines.json'}
178bng_breastTumor0regression0.177238{'_modeljson': 'xgb/Albert.json'}
179bng_breastTumor0regression-0.118976{'_modeljson': 'xgb/Amazon_employee_access.json'}
180bng_breastTumor0regression0.195539{'_modeljson': 'xgb/bng_breastTumor.json'}
181bng_breastTumor0regression0.106337{'_modeljson': 'xgb/bng_pbc.json'}
182bng_breastTumor0regression0.149326{'_modeljson': 'xgb/car.json'}
183bng_breastTumor0regression0.161193{'_modeljson': 'xgb/connect-4.json'}
184bng_breastTumor0regression0.186541{'_modeljson': 'xgb/default.json'}
185bng_breastTumor0regression0.186499{'_modeljson': 'xgb/dilbert.json'}
186bng_breastTumor0regression-0.032219{'_modeljson': 'xgb/poker.json'}
187bng_pbc0regression0.411719{'_modeljson': 'xgb/2dplanes.json'}
188bng_pbc0regression0.409769{'_modeljson': 'xgb/adult.json'}
189bng_pbc0regression0.450806{'_modeljson': 'xgb/Airlines.json'}
190bng_pbc0regression0.458384{'_modeljson': 'xgb/Albert.json'}
191bng_pbc0regression0.236669{'_modeljson': 'xgb/Amazon_employee_access.json'}
192bng_pbc0regression0.441873{'_modeljson': 'xgb/bng_breastTumor.json'}
193bng_pbc0regression0.462226{'_modeljson': 'xgb/bng_pbc.json'}
194bng_pbc0regression0.431868{'_modeljson': 'xgb/car.json'}
195bng_pbc0regression0.45678{'_modeljson': 'xgb/connect-4.json'}
196bng_pbc0regression0.436902{'_modeljson': 'xgb/default.json'}
197bng_pbc0regression0.418839{'_modeljson': 'xgb/dilbert.json'}
198bng_pbc0regression0.448148{'_modeljson': 'xgb/poker.json'}
199car0multiclass-0.38726{'_modeljson': 'xgb/2dplanes.json'}
200car0multiclass-0.22547{'_modeljson': 'xgb/adult.json'}
201car0multiclass-0.208402{'_modeljson': 'xgb/Airlines.json'}
202car0multiclass-0.0256159{'_modeljson': 'xgb/Albert.json'}
203car0multiclass-0.627705{'_modeljson': 'xgb/Amazon_employee_access.json'}
204car0multiclass-0.166328{'_modeljson': 'xgb/bng_breastTumor.json'}
205car0multiclass-0.0201057{'_modeljson': 'xgb/bng_pbc.json'}
206car0multiclass-8.45E-05{'_modeljson': 'xgb/car.json'}
207car0multiclass-0.0129025{'_modeljson': 'xgb/connect-4.json'}
208car0multiclass-0.010029{'_modeljson': 'xgb/default.json'}
209car0multiclass-0.00218674{'_modeljson': 'xgb/dilbert.json'}
210car0multiclass-0.00426392{'_modeljson': 'xgb/poker.json'}
211connect-40multiclass-0.578339{'_modeljson': 'xgb/2dplanes.json'}
212connect-40multiclass-0.489378{'_modeljson': 'xgb/adult.json'}
213connect-40multiclass-0.406886{'_modeljson': 'xgb/Airlines.json'}
214connect-40multiclass-0.332411{'_modeljson': 'xgb/Albert.json'}
215connect-40multiclass-0.636516{'_modeljson': 'xgb/Amazon_employee_access.json'}
216connect-40multiclass-0.425947{'_modeljson': 'xgb/bng_breastTumor.json'}
217connect-40multiclass-0.354612{'_modeljson': 'xgb/bng_pbc.json'}
218connect-40multiclass-0.452201{'_modeljson': 'xgb/car.json'}
219connect-40multiclass-0.338363{'_modeljson': 'xgb/connect-4.json'}
220connect-40multiclass-0.430665{'_modeljson': 'xgb/default.json'}
221connect-40multiclass-0.497404{'_modeljson': 'xgb/dilbert.json'}
222connect-40multiclass-0.592309{'_modeljson': 'xgb/poker.json'}