autogen/test/default/rf/results.csv at faee51ca9c29a92df9deed102de8e11257dc2a33

mirror of https://github.com/microsoft/autogen.git synced 2026-02-03 09:24:55 -05:00

Files

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

10 KiB

Raw Blame History

1	task	type	result	metric	params
2	2dplanes	regression	0.946488	r2	{'_modeljson': 'rf/2dplanes.json'}
3	2dplanes	regression	0.936392	r2	{'_modeljson': 'rf/adult.json'}
4	2dplanes	regression	0.940486	r2	{'_modeljson': 'rf/Airlines.json'}
5	2dplanes	regression	0.924025	r2	{'_modeljson': 'rf/Albert.json'}
6	2dplanes	regression	0.911362	r2	{'_modeljson': 'rf/Amazon_employee_access.json'}
7	2dplanes	regression	0.944353	r2	{'_modeljson': 'rf/bng_breastTumor.json'}
8	2dplanes	regression	0.932343	r2	{'_modeljson': 'rf/bng_pbc.json'}
9	2dplanes	regression	0.946423	r2	{'_modeljson': 'rf/car.json'}
10	2dplanes	regression	0.937309	r2	{'_modeljson': 'rf/connect-4.json'}
11	2dplanes	regression	0.930126	r2	{'_modeljson': 'rf/default.json'}
12	2dplanes	regression	0.945707	r2	{'_modeljson': 'rf/dilbert.json'}
13	2dplanes	regression	0.923313	r2	{'_modeljson': 'rf/Dionis.json'}
14	2dplanes	regression	0.930579	r2	{'_modeljson': 'rf/poker.json'}
15	adult	binary	0.912946	auc	{'_modeljson': 'rf/2dplanes.json'}
16	adult	binary	0.91978	auc	{'_modeljson': 'rf/adult.json'}
17	adult	binary	0.910127	auc	{'_modeljson': 'rf/Airlines.json'}
18	adult	binary	0.910553	auc	{'_modeljson': 'rf/Albert.json'}
19	adult	binary	0.919662	auc	{'_modeljson': 'rf/Amazon_employee_access.json'}
20	adult	binary	0.915769	auc	{'_modeljson': 'rf/bng_breastTumor.json'}
21	adult	binary	0.91003	auc	{'_modeljson': 'rf/bng_pbc.json'}
22	adult	binary	0.914697	auc	{'_modeljson': 'rf/car.json'}
23	adult	binary	0.911118	auc	{'_modeljson': 'rf/connect-4.json'}
24	adult	binary	0.907368	auc	{'_modeljson': 'rf/default.json'}
25	adult	binary	0.919216	auc	{'_modeljson': 'rf/dilbert.json'}
26	adult	binary	0.910528	auc	{'_modeljson': 'rf/Dionis.json'}
27	adult	binary	0.904508	auc	{'_modeljson': 'rf/poker.json'}
28	Airlines	binary	0.687817	auc	{'_modeljson': 'rf/2dplanes.json'}
29	Airlines	binary	0.712804	auc	{'_modeljson': 'rf/adult.json'}
30	Airlines	binary	0.727357	auc	{'_modeljson': 'rf/Airlines.json'}
31	Airlines	binary	0.705541	auc	{'_modeljson': 'rf/Albert.json'}
32	Airlines	binary	0.71012	auc	{'_modeljson': 'rf/Amazon_employee_access.json'}
33	Airlines	binary	0.722532	auc	{'_modeljson': 'rf/bng_breastTumor.json'}
34	Airlines	binary	0.709287	auc	{'_modeljson': 'rf/bng_pbc.json'}
35	Airlines	binary	0.688678	auc	{'_modeljson': 'rf/car.json'}
36	Airlines	binary	0.725288	auc	{'_modeljson': 'rf/connect-4.json'}
37	Airlines	binary	0.657276	auc	{'_modeljson': 'rf/default.json'}
38	Airlines	binary	0.708515	auc	{'_modeljson': 'rf/dilbert.json'}
39	Airlines	binary	0.705826	auc	{'_modeljson': 'rf/Dionis.json'}
40	Airlines	binary	0.699484	auc	{'_modeljson': 'rf/poker.json'}
41	Albert	binary	0.712348	auc	{'_modeljson': 'rf/2dplanes.json'}
42	Albert	binary	0.72836	auc	{'_modeljson': 'rf/adult.json'}
43	Albert	binary	0.734105	auc	{'_modeljson': 'rf/Airlines.json'}
44	Albert	binary	0.737119	auc	{'_modeljson': 'rf/Albert.json'}
45	Albert	binary	0.729216	auc	{'_modeljson': 'rf/Amazon_employee_access.json'}
46	Albert	binary	0.731546	auc	{'_modeljson': 'rf/bng_breastTumor.json'}
47	Albert	binary	0.734847	auc	{'_modeljson': 'rf/bng_pbc.json'}
48	Albert	binary	0.713965	auc	{'_modeljson': 'rf/car.json'}
49	Albert	binary	0.735372	auc	{'_modeljson': 'rf/connect-4.json'}
50	Albert	binary	0.728232	auc	{'_modeljson': 'rf/default.json'}
51	Albert	binary	0.726823	auc	{'_modeljson': 'rf/dilbert.json'}
52	Albert	binary	0.735994	auc	{'_modeljson': 'rf/Dionis.json'}
53	Amazon_employee_access	binary	0.728779	auc	{'_modeljson': 'rf/2dplanes.json'}
54	Amazon_employee_access	binary	0.87801	auc	{'_modeljson': 'rf/adult.json'}
55	Amazon_employee_access	binary	0.88085	auc	{'_modeljson': 'rf/Airlines.json'}
56	Amazon_employee_access	binary	0.881869	auc	{'_modeljson': 'rf/Albert.json'}
57	Amazon_employee_access	binary	0.881463	auc	{'_modeljson': 'rf/Amazon_employee_access.json'}
58	Amazon_employee_access	binary	0.882723	auc	{'_modeljson': 'rf/bng_breastTumor.json'}
59	Amazon_employee_access	binary	0.88299	auc	{'_modeljson': 'rf/bng_pbc.json'}
60	Amazon_employee_access	binary	0.808575	auc	{'_modeljson': 'rf/car.json'}
61	Amazon_employee_access	binary	0.881209	auc	{'_modeljson': 'rf/connect-4.json'}
62	Amazon_employee_access	binary	0.877507	auc	{'_modeljson': 'rf/default.json'}
63	Amazon_employee_access	binary	0.875146	auc	{'_modeljson': 'rf/dilbert.json'}
64	Amazon_employee_access	binary	0.878121	auc	{'_modeljson': 'rf/Dionis.json'}
65	Amazon_employee_access	binary	0.886312	auc	{'_modeljson': 'rf/poker.json'}
66	bng_breastTumor	regression	0.153657	r2	{'_modeljson': 'rf/2dplanes.json'}
67	bng_breastTumor	regression	0.156403	r2	{'_modeljson': 'rf/adult.json'}
68	bng_breastTumor	regression	0.174569	r2	{'_modeljson': 'rf/Airlines.json'}
69	bng_breastTumor	regression	0.0441869	r2	{'_modeljson': 'rf/Albert.json'}
70	bng_breastTumor	regression	0.157992	r2	{'_modeljson': 'rf/Amazon_employee_access.json'}
71	bng_breastTumor	regression	0.186635	r2	{'_modeljson': 'rf/bng_breastTumor.json'}
72	bng_breastTumor	regression	0.0527547	r2	{'_modeljson': 'rf/bng_pbc.json'}
73	bng_breastTumor	regression	0.158852	r2	{'_modeljson': 'rf/car.json'}
74	bng_breastTumor	regression	0.150611	r2	{'_modeljson': 'rf/connect-4.json'}
75	bng_breastTumor	regression	-0.02142	r2	{'_modeljson': 'rf/default.json'}
76	bng_breastTumor	regression	0.183562	r2	{'_modeljson': 'rf/dilbert.json'}
77	bng_breastTumor	regression	0.0414589	r2	{'_modeljson': 'rf/Dionis.json'}
78	bng_breastTumor	regression	0.00390625	r2	{'_modeljson': 'rf/poker.json'}
79	bng_pbc	regression	0.344043	r2	{'_modeljson': 'rf/2dplanes.json'}
80	bng_pbc	regression	0.402376	r2	{'_modeljson': 'rf/adult.json'}
81	bng_pbc	regression	0.423262	r2	{'_modeljson': 'rf/Airlines.json'}
82	bng_pbc	regression	0.386142	r2	{'_modeljson': 'rf/Albert.json'}
83	bng_pbc	regression	0.403857	r2	{'_modeljson': 'rf/Amazon_employee_access.json'}
84	bng_pbc	regression	0.413944	r2	{'_modeljson': 'rf/bng_breastTumor.json'}
85	bng_pbc	regression	0.43206	r2	{'_modeljson': 'rf/bng_pbc.json'}
86	bng_pbc	regression	0.348594	r2	{'_modeljson': 'rf/car.json'}
87	bng_pbc	regression	0.427588	r2	{'_modeljson': 'rf/connect-4.json'}
88	bng_pbc	regression	0.415337	r2	{'_modeljson': 'rf/default.json'}
89	bng_pbc	regression	0.393936	r2	{'_modeljson': 'rf/dilbert.json'}
90	bng_pbc	regression	0.415246	r2	{'_modeljson': 'rf/Dionis.json'}
91	car	multiclass	-0.0575382	neg_logloss	{'_modeljson': 'rf/2dplanes.json'}
92	car	multiclass	-0.155878	neg_logloss	{'_modeljson': 'rf/adult.json'}
93	car	multiclass	-0.0691041	neg_logloss	{'_modeljson': 'rf/Airlines.json'}
94	car	multiclass	-0.156607	neg_logloss	{'_modeljson': 'rf/Albert.json'}
95	car	multiclass	-0.156968	neg_logloss	{'_modeljson': 'rf/Amazon_employee_access.json'}
96	car	multiclass	-0.0692317	neg_logloss	{'_modeljson': 'rf/bng_breastTumor.json'}
97	car	multiclass	-0.159856	neg_logloss	{'_modeljson': 'rf/bng_pbc.json'}
98	car	multiclass	-0.046769	neg_logloss	{'_modeljson': 'rf/car.json'}
99	car	multiclass	-0.0981933	neg_logloss	{'_modeljson': 'rf/connect-4.json'}
100	car	multiclass	-0.0971712	neg_logloss	{'_modeljson': 'rf/default.json'}
101	car	multiclass	-0.0564843	neg_logloss	{'_modeljson': 'rf/dilbert.json'}
102	car	multiclass	-0.157771	neg_logloss	{'_modeljson': 'rf/Dionis.json'}
103	car	multiclass	-0.0511764	neg_logloss	{'_modeljson': 'rf/poker.json'}
104	connect-4	multiclass	-0.725888	neg_logloss	{'_modeljson': 'rf/2dplanes.json'}
105	connect-4	multiclass	-0.576056	neg_logloss	{'_modeljson': 'rf/adult.json'}
106	connect-4	multiclass	-0.48458	neg_logloss	{'_modeljson': 'rf/Airlines.json'}
107	connect-4	multiclass	-0.505598	neg_logloss	{'_modeljson': 'rf/Albert.json'}
108	connect-4	multiclass	-0.568184	neg_logloss	{'_modeljson': 'rf/Amazon_employee_access.json'}
109	connect-4	multiclass	-0.537511	neg_logloss	{'_modeljson': 'rf/bng_breastTumor.json'}
110	connect-4	multiclass	-0.479022	neg_logloss	{'_modeljson': 'rf/bng_pbc.json'}
111	connect-4	multiclass	-0.713123	neg_logloss	{'_modeljson': 'rf/car.json'}
112	connect-4	multiclass	-0.475306	neg_logloss	{'_modeljson': 'rf/connect-4.json'}
113	connect-4	multiclass	-0.518061	neg_logloss	{'_modeljson': 'rf/default.json'}
114	connect-4	multiclass	-0.599112	neg_logloss	{'_modeljson': 'rf/dilbert.json'}
115	connect-4	multiclass	-0.503642	neg_logloss	{'_modeljson': 'rf/Dionis.json'}
116	connect-4	multiclass	-0.57852	neg_logloss	{'_modeljson': 'rf/poker.json'}
117	dilbert	multiclass	-0.557959	neg_logloss	{'_modeljson': 'rf/2dplanes.json'}
118	dilbert	multiclass	-0.294462	neg_logloss	{'_modeljson': 'rf/adult.json'}
119	dilbert	multiclass	-0.293928	neg_logloss	{'_modeljson': 'rf/Airlines.json'}
120	dilbert	multiclass	-0.299661	neg_logloss	{'_modeljson': 'rf/Albert.json'}
121	dilbert	multiclass	-0.294668	neg_logloss	{'_modeljson': 'rf/Amazon_employee_access.json'}
122	dilbert	multiclass	-0.314706	neg_logloss	{'_modeljson': 'rf/bng_breastTumor.json'}
123	dilbert	multiclass	-0.313807	neg_logloss	{'_modeljson': 'rf/bng_pbc.json'}
124	dilbert	multiclass	-0.51482	neg_logloss	{'_modeljson': 'rf/car.json'}
125	dilbert	multiclass	-0.293982	neg_logloss	{'_modeljson': 'rf/connect-4.json'}
126	dilbert	multiclass	-0.343209	neg_logloss	{'_modeljson': 'rf/default.json'}
127	dilbert	multiclass	-0.2945	neg_logloss	{'_modeljson': 'rf/dilbert.json'}
128	dilbert	multiclass	-0.298305	neg_logloss	{'_modeljson': 'rf/Dionis.json'}
129	Dionis	multiclass	-3.55264	neg_logloss	{'_modeljson': 'rf/2dplanes.json'}
130	Dionis	multiclass	-1.07117	neg_logloss	{'_modeljson': 'rf/bng_breastTumor.json'}
131	Dionis	multiclass	-0.784388	neg_logloss	{'_modeljson': 'rf/default.json'}
132	Dionis	multiclass	-0.580332	neg_logloss	{'_modeljson': 'rf/Dionis.json'}
133	poker	regression	0.125176	r2	{'_modeljson': 'rf/2dplanes.json'}
134	poker	regression	0.148019	r2	{'_modeljson': 'rf/adult.json'}
135	poker	regression	0.322507	r2	{'_modeljson': 'rf/Airlines.json'}
136	poker	regression	0.172264	r2	{'_modeljson': 'rf/Albert.json'}
137	poker	regression	0.113673	r2	{'_modeljson': 'rf/Amazon_employee_access.json'}
138	poker	regression	0.243427	r2	{'_modeljson': 'rf/bng_breastTumor.json'}
139	poker	regression	0.379662	r2	{'_modeljson': 'rf/bng_pbc.json'}
140	poker	regression	0.133342	r2	{'_modeljson': 'rf/car.json'}
141	poker	regression	0.296597	r2	{'_modeljson': 'rf/connect-4.json'}
142	poker	regression	0.608532	r2	{'_modeljson': 'rf/default.json'}
143	poker	regression	0.192625	r2	{'_modeljson': 'rf/dilbert.json'}
144	poker	regression	0.172139	r2	{'_modeljson': 'rf/Dionis.json'}
145	poker	regression	0.528869	r2	{'_modeljson': 'rf/poker.json'}

10 KiB Raw Blame History

10 KiB

Raw Blame History