spheres

spheres_reg

date: Fri, 12 Oct 2007 13:59:33
SVN revision: 146

units used: 512
train objects: 5

data properties:

	#bins
phi_y	36
phi_z	36
y	36
x	36
id	10

parameters:

n_bins	36
reg_train_fraction	0.5
phase_b_normalised	True
KNN_k	0
class_train_fraction	0.5
class_test_fraction	1.0

Histograms

hd png

Regressions

Regression for cos(y/2) -> y

hd png

errors:

	old obj.	new obj.
mean dev.	0.04	0.05
std. dev.	0.05	0.07

LaTeX

b vector:

index	6	5	7	4	2	1
value	-0.610	-0.373	-0.158	0.126	-0.063	-0.057

LaTeX

Regression for cos(x/2) -> x

hd png

errors:

	old obj.	new obj.
mean dev.	0.04	0.05
std. dev.	0.05	0.07

LaTeX

b vector:

index	5	6	2	4	11	18
value	-0.628	0.339	0.154	0.117	0.089	0.055

LaTeX

Regression for cos, sin -> phi_y

hd png

errors:

	old obj.	new obj.
mean dev.	43.49	96.53
std. dev.	59.32	110.62

LaTeX

b vector:

index	28	12	23	7	24	9
value	0.125	0.122	0.119	0.118	0.108	0.108

LaTeX

Regression for cos, sin -> phi_z

hd png

errors:

	old obj.	new obj.
mean dev.	43.89	76.23
std. dev.	61.11	91.94

LaTeX

b vector:

index	4	2	25	32	31	66
value	0.274	0.214	0.169	0.133	0.117	0.117

LaTeX

Per Object Regressions

Per Object Regression for phi_y

old objects:

hd png

errors for old objects:

object	1	2	3	4	5
mean dev.	10.13	10.69	17.29	11.91	10.12
std. dev.	13.89	15.29	23.57	16.32	14.05

LaTeX

new objects:

hd png

errors for new objects:

object	6	7	8	9	10	mean
mean dev.	10.78	9.92	12.63	12.35	9.51	11.04
std. dev.	14.45	13.41	17.07	17.09	13.23	15.05

LaTeX

errors for all objects:

object	1	2	3	4	5	6	7	8	9	10	mean
mean dev.	10.13	10.69	17.29	11.91	10.12	10.78	9.92	12.63	12.35	9.51	11.53
std. dev.	13.89	15.29	23.57	16.32	14.05	14.45	13.41	17.07	17.09	13.23	15.84

LaTeX

Per Object Regression for phi_z

old objects:

hd png

errors for old objects:

object	1	2	3	4	5
mean dev.	8.25	8.39	21.02	8.14	9.44
std. dev.	14.00	14.82	31.56	11.11	15.66

LaTeX

new objects:

hd png

errors for new objects:

object	6	7	8	9	10	mean
mean dev.	11.39	7.96	7.93	7.73	8.65	8.73
std. dev.	15.92	10.68	10.62	10.34	13.04	12.12

LaTeX

errors for all objects:

object	1	2	3	4	5	6	7	8	9	10	mean
mean dev.	8.25	8.39	21.02	8.14	9.44	11.39	7.96	7.93	7.73	8.65	9.89
std. dev.	14.00	14.82	31.56	11.11	15.66	15.92	10.68	10.62	10.34	13.04	14.78

LaTeX