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871f3776f3fd3d88c59ea40290be08db8767d715
autogen/test/default/lgbm/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

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1taskfoldtyperesultparams
22dplanes0regression0.946366{'_modeljson': 'lgbm/2dplanes.json'}
32dplanes0regression0.907774{'_modeljson': 'lgbm/adult.json'}
42dplanes0regression0.901643{'_modeljson': 'lgbm/Airlines.json'}
52dplanes0regression0.915098{'_modeljson': 'lgbm/Albert.json'}
62dplanes0regression0.302328{'_modeljson': 'lgbm/Amazon_employee_access.json'}
72dplanes0regression0.94523{'_modeljson': 'lgbm/bng_breastTumor.json'}
82dplanes0regression0.945698{'_modeljson': 'lgbm/bng_pbc.json'}
92dplanes0regression0.946194{'_modeljson': 'lgbm/car.json'}
102dplanes0regression0.945549{'_modeljson': 'lgbm/connect-4.json'}
112dplanes0regression0.946232{'_modeljson': 'lgbm/default.json'}
122dplanes0regression0.945594{'_modeljson': 'lgbm/dilbert.json'}
132dplanes0regression0.836996{'_modeljson': 'lgbm/Dionis.json'}
142dplanes0regression0.917152{'_modeljson': 'lgbm/poker.json'}
15adult0binary0.927203{'_modeljson': 'lgbm/2dplanes.json'}
16adult0binary0.932072{'_modeljson': 'lgbm/adult.json'}
17adult0binary0.926563{'_modeljson': 'lgbm/Airlines.json'}
18adult0binary0.928604{'_modeljson': 'lgbm/Albert.json'}
19adult0binary0.911171{'_modeljson': 'lgbm/Amazon_employee_access.json'}
20adult0binary0.930645{'_modeljson': 'lgbm/bng_breastTumor.json'}
21adult0binary0.928603{'_modeljson': 'lgbm/bng_pbc.json'}
22adult0binary0.915825{'_modeljson': 'lgbm/car.json'}
23adult0binary0.919499{'_modeljson': 'lgbm/connect-4.json'}
24adult0binary0.930109{'_modeljson': 'lgbm/default.json'}
25adult0binary0.932453{'_modeljson': 'lgbm/dilbert.json'}
26adult0binary0.921959{'_modeljson': 'lgbm/Dionis.json'}
27adult0binary0.910763{'_modeljson': 'lgbm/poker.json'}
28Airlines0binary0.705404{'_modeljson': 'lgbm/2dplanes.json'}
29Airlines0binary0.714521{'_modeljson': 'lgbm/adult.json'}
30Airlines0binary0.732288{'_modeljson': 'lgbm/Airlines.json'}
31Airlines0binary0.710273{'_modeljson': 'lgbm/Albert.json'}
32Airlines0binary0.707107{'_modeljson': 'lgbm/Amazon_employee_access.json'}
33Airlines0binary0.718682{'_modeljson': 'lgbm/bng_breastTumor.json'}
34Airlines0binary0.724703{'_modeljson': 'lgbm/bng_pbc.json'}
35Airlines0binary0.690574{'_modeljson': 'lgbm/car.json'}
36Airlines0binary0.725808{'_modeljson': 'lgbm/connect-4.json'}
37Airlines0binary0.710419{'_modeljson': 'lgbm/default.json'}
38Airlines0binary0.710419{'_modeljson': 'lgbm/default.json'}
39Airlines0binary0.718609{'_modeljson': 'lgbm/dilbert.json'}
40Airlines0binary0.716213{'_modeljson': 'lgbm/Dionis.json'}
41Airlines0binary0.654868{'_modeljson': 'lgbm/poker.json'}
42Albert0binary0.744825{'_modeljson': 'lgbm/2dplanes.json'}
43Albert0binary0.758979{'_modeljson': 'lgbm/adult.json'}
44Albert0binary0.758364{'_modeljson': 'lgbm/Airlines.json'}
45Albert0binary0.770923{'_modeljson': 'lgbm/Albert.json'}
46Albert0binary0.745091{'_modeljson': 'lgbm/Amazon_employee_access.json'}
47Albert0binary0.754523{'_modeljson': 'lgbm/APSFailure.json'}
48Albert0binary0.759939{'_modeljson': 'lgbm/bng_breastTumor.json'}
49Albert0binary0.765119{'_modeljson': 'lgbm/bng_pbc.json'}
50Albert0binary0.745067{'_modeljson': 'lgbm/car.json'}
51Albert0binary0.762311{'_modeljson': 'lgbm/connect-4.json'}
52Albert0binary0.753181{'_modeljson': 'lgbm/default.json'}
53Albert0binary0.753181{'_modeljson': 'lgbm/default.json'}
54Albert0binary0.760248{'_modeljson': 'lgbm/dilbert.json'}
55Albert0binary0.758111{'_modeljson': 'lgbm/Dionis.json'}
56Albert0binary0.761768{'_modeljson': 'lgbm/poker.json'}
57Amazon_employee_access0binary0.811238{'_modeljson': 'lgbm/2dplanes.json'}
58Amazon_employee_access0binary0.867285{'_modeljson': 'lgbm/adult.json'}
59Amazon_employee_access0binary0.8888{'_modeljson': 'lgbm/Airlines.json'}
60Amazon_employee_access0binary0.881302{'_modeljson': 'lgbm/Albert.json'}
61Amazon_employee_access0binary0.891085{'_modeljson': 'lgbm/Amazon_employee_access.json'}
62Amazon_employee_access0binary0.816736{'_modeljson': 'lgbm/APSFailure.json'}
63Amazon_employee_access0binary0.861187{'_modeljson': 'lgbm/bng_breastTumor.json'}
64Amazon_employee_access0binary0.848348{'_modeljson': 'lgbm/bng_pbc.json'}
65Amazon_employee_access0binary0.760891{'_modeljson': 'lgbm/car.json'}
66Amazon_employee_access0binary0.872951{'_modeljson': 'lgbm/connect-4.json'}
67Amazon_employee_access0binary0.851183{'_modeljson': 'lgbm/default.json'}
68Amazon_employee_access0binary0.851183{'_modeljson': 'lgbm/default.json'}
69Amazon_employee_access0binary0.851173{'_modeljson': 'lgbm/dilbert.json'}
70Amazon_employee_access0binary0.843577{'_modeljson': 'lgbm/Dionis.json'}
71Amazon_employee_access0binary0.866543{'_modeljson': 'lgbm/poker.json'}
72bng_breastTumor0regression0.186246{'_modeljson': 'lgbm/2dplanes.json'}
73bng_breastTumor0regression0.181787{'_modeljson': 'lgbm/adult.json'}
74bng_breastTumor0regression0.177175{'_modeljson': 'lgbm/Airlines.json'}
75bng_breastTumor0regression0.169053{'_modeljson': 'lgbm/Albert.json'}
76bng_breastTumor0regression0.0734972{'_modeljson': 'lgbm/Amazon_employee_access.json'}
77bng_breastTumor0regression0.192189{'_modeljson': 'lgbm/APSFailure.json'}
78bng_breastTumor0regression0.195887{'_modeljson': 'lgbm/bng_breastTumor.json'}
79bng_breastTumor0regression0.144786{'_modeljson': 'lgbm/bng_pbc.json'}
80bng_breastTumor0regression0.168074{'_modeljson': 'lgbm/car.json'}
81bng_breastTumor0regression0.159819{'_modeljson': 'lgbm/connect-4.json'}
82bng_breastTumor0regression0.192813{'_modeljson': 'lgbm/default.json'}
83bng_breastTumor0regression0.192813{'_modeljson': 'lgbm/default.json'}
84bng_breastTumor0regression0.193994{'_modeljson': 'lgbm/dilbert.json'}
85bng_breastTumor0regression0.162977{'_modeljson': 'lgbm/Dionis.json'}
86bng_breastTumor0regression-0.0283641{'_modeljson': 'lgbm/poker.json'}
87bng_pbc0regression0.415569{'_modeljson': 'lgbm/2dplanes.json'}
88bng_pbc0regression0.421659{'_modeljson': 'lgbm/adult.json'}
89bng_pbc0regression0.433399{'_modeljson': 'lgbm/Airlines.json'}
90bng_pbc0regression0.429397{'_modeljson': 'lgbm/Albert.json'}
91bng_pbc0regression0.218693{'_modeljson': 'lgbm/Amazon_employee_access.json'}
92bng_pbc0regression0.426949{'_modeljson': 'lgbm/APSFailure.json'}
93bng_pbc0regression0.444361{'_modeljson': 'lgbm/bng_breastTumor.json'}
94bng_pbc0regression0.459898{'_modeljson': 'lgbm/bng_pbc.json'}
95bng_pbc0regression0.404274{'_modeljson': 'lgbm/car.json'}
96bng_pbc0regression0.453742{'_modeljson': 'lgbm/connect-4.json'}
97bng_pbc0regression0.425581{'_modeljson': 'lgbm/default.json'}
98bng_pbc0regression0.425581{'_modeljson': 'lgbm/default.json'}
99bng_pbc0regression0.440833{'_modeljson': 'lgbm/dilbert.json'}
100bng_pbc0regression0.42319{'_modeljson': 'lgbm/Dionis.json'}
101bng_pbc0regression0.440263{'_modeljson': 'lgbm/poker.json'}
102car0multiclass-0.126115{'_modeljson': 'lgbm/2dplanes.json'}
103car0multiclass-0.20528{'_modeljson': 'lgbm/adult.json'}
104car0multiclass-0.189212{'_modeljson': 'lgbm/Airlines.json'}
105car0multiclass-0.233147{'_modeljson': 'lgbm/Albert.json'}
106car0multiclass-0.598807{'_modeljson': 'lgbm/Amazon_employee_access.json'}
107car0multiclass-0.119622{'_modeljson': 'lgbm/APSFailure.json'}
108car0multiclass-0.0372956{'_modeljson': 'lgbm/bng_breastTumor.json'}
109car0multiclass-0.179642{'_modeljson': 'lgbm/bng_pbc.json'}
110car0multiclass-0.000121047{'_modeljson': 'lgbm/car.json'}
111car0multiclass-0.050453{'_modeljson': 'lgbm/connect-4.json'}
112car0multiclass-0.00234879{'_modeljson': 'lgbm/default.json'}
113car0multiclass-0.00234879{'_modeljson': 'lgbm/default.json'}
114car0multiclass-0.000295737{'_modeljson': 'lgbm/dilbert.json'}
115car0multiclass-0.297016{'_modeljson': 'lgbm/Dionis.json'}
116car0multiclass-0.00178529{'_modeljson': 'lgbm/poker.json'}
117connect-40multiclass-0.527657{'_modeljson': 'lgbm/2dplanes.json'}
118connect-40multiclass-0.462894{'_modeljson': 'lgbm/adult.json'}
119connect-40multiclass-0.449048{'_modeljson': 'lgbm/Airlines.json'}
120connect-40multiclass-0.393871{'_modeljson': 'lgbm/Albert.json'}
121connect-40multiclass-0.73746{'_modeljson': 'lgbm/Amazon_employee_access.json'}
122connect-40multiclass-0.485399{'_modeljson': 'lgbm/APSFailure.json'}
123connect-40multiclass-0.393378{'_modeljson': 'lgbm/bng_breastTumor.json'}
124connect-40multiclass-0.388117{'_modeljson': 'lgbm/bng_pbc.json'}
125connect-40multiclass-0.484577{'_modeljson': 'lgbm/car.json'}
126connect-40multiclass-0.32741{'_modeljson': 'lgbm/connect-4.json'}
127connect-40multiclass-0.482328{'_modeljson': 'lgbm/default.json'}
128connect-40multiclass-0.482328{'_modeljson': 'lgbm/default.json'}
129connect-40multiclass-0.413426{'_modeljson': 'lgbm/dilbert.json'}
130connect-40multiclass-0.438676{'_modeljson': 'lgbm/Dionis.json'}
131connect-40multiclass-0.489035{'_modeljson': 'lgbm/poker.json'}
132dilbert0multiclass-0.134669{'_modeljson': 'lgbm/2dplanes.json'}
133dilbert0multiclass-0.0405039{'_modeljson': 'lgbm/adult.json'}
134dilbert0multiclass-0.0888238{'_modeljson': 'lgbm/Airlines.json'}
135dilbert0multiclass-0.0618876{'_modeljson': 'lgbm/Albert.json'}
136dilbert0multiclass-0.0653412{'_modeljson': 'lgbm/APSFailure.json'}
137dilbert0multiclass-0.0484292{'_modeljson': 'lgbm/bng_breastTumor.json'}
138dilbert0multiclass-0.126248{'_modeljson': 'lgbm/bng_pbc.json'}
139dilbert0multiclass-0.0473867{'_modeljson': 'lgbm/car.json'}
140dilbert0multiclass-0.0759236{'_modeljson': 'lgbm/connect-4.json'}
141dilbert0multiclass-0.0490604{'_modeljson': 'lgbm/default.json'}
142dilbert0multiclass-0.0490604{'_modeljson': 'lgbm/default.json'}
143dilbert0multiclass-0.034108{'_modeljson': 'lgbm/dilbert.json'}
144dilbert0multiclass-0.0661046{'_modeljson': 'lgbm/Dionis.json'}
145dilbert0multiclass-0.0744684{'_modeljson': 'lgbm/poker.json'}
146Dionis0multiclass-0.395452{'_modeljson': 'lgbm/2dplanes.json'}
147Dionis0multiclass-1.40235{'_modeljson': 'lgbm/Amazon_employee_access.json'}
148Dionis0multiclass-0.306241{'_modeljson': 'lgbm/APSFailure.json'}
149Dionis0multiclass-33.7902{'_modeljson': 'lgbm/car.json'}
150Dionis0multiclass-27.9456{'_modeljson': 'lgbm/default.json'}
151Dionis0multiclass-28.095{'_modeljson': 'lgbm/default.json'}
152Dionis0multiclass-0.318142{'_modeljson': 'lgbm/Dionis.json'}
153poker0regression0.203695{'_modeljson': 'lgbm/2dplanes.json'}
154poker0regression0.424513{'_modeljson': 'lgbm/adult.json'}
155poker0regression0.490528{'_modeljson': 'lgbm/Airlines.json'}
156poker0regression0.767652{'_modeljson': 'lgbm/Albert.json'}
157poker0regression0.0592655{'_modeljson': 'lgbm/Amazon_employee_access.json'}
158poker0regression0.393168{'_modeljson': 'lgbm/APSFailure.json'}
159poker0regression0.614152{'_modeljson': 'lgbm/bng_breastTumor.json'}
160poker0regression0.854134{'_modeljson': 'lgbm/bng_pbc.json'}
161poker0regression0.197075{'_modeljson': 'lgbm/car.json'}
162poker0regression0.879695{'_modeljson': 'lgbm/connect-4.json'}
163poker0regression0.284102{'_modeljson': 'lgbm/default.json'}
164poker0regression0.284102{'_modeljson': 'lgbm/default.json'}
165poker0regression0.433648{'_modeljson': 'lgbm/dilbert.json'}
166poker0regression0.657666{'_modeljson': 'lgbm/Dionis.json'}
167poker0regression0.940835{'_modeljson': 'lgbm/poker.json'}
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