Better training set

1 files changed, 56 insertions, 56 deletions

diff --git a/src/mlp_data.c b/src/mlp_data.c
index 5f7c5fbf..dbc7cec3 100644
--- a/src/mlp_data.c
+++ b/src/mlp_data.c
@@ -1,67 +1,67 @@
 #include "mlp.h"
 
-/* RMS error was 0.213119, seed was 1322073261 */
+/* RMS error was 0.179835, seed was 1322103961 */
 
 static const float weights[271] = {
 
 /* hidden layer */
-0.693025, 0.12016, -0.2263, 0.254033, -0.128153, 
-0.14498, -0.139098, 0.160911, -0.101749, -0.0495703, 
--0.064263, 0.0583359, 0.00431816, 0.137356, 0.199892, 
-0.0859346, -0.159615, -0.109472, -0.483732, -0.0564564, 
--0.1935, 1.94157, 0.975237, -1.99915, -0.566324, 
-0.457616, 1.05455, -0.0896938, 0.119609, -0.135437, 
-0.0485118, -0.168008, 0.099568, -0.164749, 0.0837494, 
-0.043713, -0.00298809, 0.0312529, 0.0128313, 0.0217679, 
--0.0185004, 0.0452, -0.0287335, -0.0872755, 0.145857, 
--0.534325, 0.255553, 1.68378, -0.212433, -0.416954, 
-0.558858, 0.295516, 2.43878, 0.105586, 0.0929094, 
-0.0461483, 0.0715373, 0.054567, 0.0499543, -0.0589255, 
-0.0518142, 0.143022, 0.0927234, 0.0891022, -0.0743216, 
--0.0497012, -0.150656, 0.0945407, -0.438528, -0.272849, 
--0.613949, -0.0907026, -0.0846951, -3.10146, -1.64289, 
--0.538651, -1.76321, -2.90649, -0.738564, 0.103786, 
-0.0706484, 0.194004, 0.0256865, -0.00755591, -0.0148712, 
-0.0249828, -0.0288777, 0.0913917, 0.0510661, 0.117025, 
--0.00722344, -0.175031, 0.283402, -0.312663, 0.19557, 
-0.0678725, -0.0488421, 0.296382, 0.123097, 6.72257, 
-0.296421, 0.219984, -12.444, -1.80343, 4.56011, 
-0.0481676, 0.027474, 0.0752634, 0.0243683, -0.0166126, 
-0.00484121, 0.00782469, -0.0210589, -0.000731938, -0.0244603, 
--0.0222773, -0.0433534, -0.250382, -0.118675, -1.05746, 
--0.217, -0.0425872, -0.231335, -0.500574, 0.477752, 
-0.247352, 0.611455, 0.956451, 4.80434, 0.670325, 
--0.394506, 0.0344075, 0.148722, 0.136525, 0.110126, 
--0.0668243, 0.012418, -0.0307898, 0.0666452, -0.0171564, 
-0.136063, 0.0268092, -0.0725383, 0.0749385, 0.0845712, 
-0.48549, 0.0295497, 0.276011, 0.479614, 0.640422, 
--0.245035, -0.751258, -1.0434, -3.62517, -2.84518, 
-3.95485, -1.64489, 0.209162, -0.132563, 0.252206, 
--0.135669, 0.0428919, -0.0799343, 0.0932631, -0.0781831, 
-0.189111, -0.0977977, 0.110201, 0.0235682, 0.0302204, 
--0.240156, -0.289576, 0.136261, 0.363298, 0.484825, 
-0.389438, 0.193011, -0.566411, -0.000798943, 1.53221, 
--2.99065, -0.226329, 2.19154, -0.00811221, -0.0912965, 
--0.0275327, -0.0861904, 0.00839052, 0.0904659, -0.00893919, 
-0.0360984, -0.015071, -0.0647292, -0.0734295, -0.0261419, 
--0.402868, 0.176918, -0.212574, -0.00624752, -0.0633636, 
-0.406343, -0.274925, 0.432039, 4.29364, 0.231697, 
--1.06323, 2.08855, -30.2379, 0.0637952, 0.120849, 
--0.0639096, 0.13732, -0.180987, 0.191846, 0.368452, 
-0.209571, 0.164176, -0.0378771, -0.11027, 0.0156665, 
-0.0207418, 0.0259591, -0.0239737, -0.00352567, -0.0545034, 
-0.0656311, -0.0817674, 0.521953, 0.241775, 7.41463, 
-0.765259, 0.863685, -2.13211, 0.310299, 2.10354, 
-0.0360669, -0.171618, -0.148112, -0.279292, 0.709935, 
-0.845869, 0.4868, 0.224496, 0.343149, 0.202645, 
--0.091977, 0.0201541, 0.077029, 0.0259409, 0.0167369, 
-0.0780503, 0.118852, -0.18355, -0.158253, 0.145728, 
-5.04716, -0.126459, 1.02251, 1.57638, 0.0646518, 
+1.55597, -0.0739792, -0.0646761, -0.099531, -0.0794943, 
+0.0180174, -0.0391354, 0.0508224, -0.0160169, -0.0773263, 
+-0.0300002, -0.0865361, 0.124477, -0.28648, -0.0860702, 
+-0.518949, -0.0873341, -0.235393, -0.907833, -0.383573, 
+0.535388, -0.57944, 0.98116, 0.8482, 1.12426, 
+-3.23721, -0.647072, -0.0265139, 0.0711052, -0.00125666, 
+-0.0396181, -0.44282, -0.510495, -0.201865, 0.0134336, 
+-0.167205, -0.155406, 0.00041678, -0.00468705, -0.0233224, 
+0.264279, -0.301375, 0.00234895, 0.0144741, -0.137535, 
+0.200323, 0.0192027, 3.19818, 2.03495, 0.705517, 
+-4.6025, -0.11485, -0.792716, 0.150714, 0.10608, 
+0.240633, 0.0690698, 0.0695297, 0.124819, 0.0501433, 
+0.0460952, 0.147639, 0.10327, 0.158007, 0.113714, 
+0.0276191, 0.0680749, -0.130012, 0.0796126, 0.133067, 
+0.51495, 0.747578, -0.128742, 5.98112, -1.16698, 
+-0.276492, -1.73549, -3.90234, 2.01489, -0.040118, 
+-0.113002, -0.146751, -0.113569, 0.0534873, 0.0989832, 
+0.0872875, 0.049266, 0.0367557, -0.00889148, -0.0648461, 
+-0.00190352, 0.0143773, 0.0259364, -0.0592133, -0.0672924, 
+0.1399, -0.0987886, -0.347402, 0.101326, -0.0680876, 
+0.469186, 0.246922, 10.4017, 3.44846, -0.662725, 
+-0.0328208, -0.0561274, -0.0167744, 0.00044282, -0.0457645, 
+-0.0408314, -0.013113, -0.0373873, -0.0474122, -0.0273745, 
+-0.0308505, 0.000582959, -0.0421135, 0.464859, 0.196842, 
+0.320538, 0.0435528, -0.200168, 0.266475, -0.0853727, 
+1.20397, 0.711542, -1.04397, -1.47759, 1.26768, 
+0.446958, 0.266477, -0.30802, 0.28431, -0.118541, 
+0.00836345, 0.0689026, -0.0137996, -0.0395417, 0.26982, 
+-0.206255, 0.16066, 0.114757, 0.359587, -0.106503, 
+-0.0948534, 0.175358, -0.122966, -0.0056675, 0.483848, 
+-0.134916, -0.427567, -0.140172, -1.0866, -2.73921, 
+0.549843, 0.17685, 0.0010675, -0.00137386, 0.0884424, 
+-0.0698736, -0.00174136, 0.0718775, -0.0396849, 0.0448056, 
+0.0577853, -0.0372353, 0.134599, 0.0260656, 0.140322, 
+0.22704, -0.020568, -0.0142424, -0.21723, -0.997704, 
+-0.884573, -0.163495, 2.33617, 0.224142, 0.19635, 
+-0.957387, 0.144678, 1.47035, -0.00700498, -0.0472309, 
+-0.0137848, -0.0189145, 0.00856479, 0.0316965, 0.00613373, 
+0.00209807, 0.00270964, -0.0490206, 0.0105712, -0.0465045, 
+-0.0381532, -0.0985268, -0.108297, 0.0146409, -0.0040718, 
+-0.0698572, -0.380568, -0.230479, 3.98917, 0.457652, 
+-1.02355, -7.4435, -0.475314, 1.61743, 0.0254017, 
+-0.00791293, 0.047217, 0.0220995, -0.0304311, 0.0052168, 
+-0.0404054, -0.0230293, 0.00169229, -0.0138178, 0.0043137, 
+-0.0598088, -0.133601, 0.0555138, -0.177358, -0.159856, 
+-0.137281, 0.108051, -0.305973, 0.393775, 0.0747287, 
+0.783993, -0.875086, 1.06862, 0.340519, -0.352681, 
+-0.0830912, -0.100017, 0.0729085, -0.00829403, 0.027489, 
+-0.0779597, 0.082286, -0.164181, -0.41519, 0.00282335, 
+-0.29573, 0.125571, 0.726935, 0.392137, 0.491348, 
+0.0723196, -0.0259758, -0.0636332, -0.452384, -0.000225974, 
+-2.34001, 2.45211, -0.544628, 5.62944, -3.44507, 
 
 /* output layer */
--3.6362, 1.96839, 1.93382, -2.10686, 2.27415, 
-0.599088, -0.615374, -2.02317, 0.383689, 0.360266, 
-0.532961, };
+-3.13835, 0.994751, 0.444901, 1.59518, 1.23665, 
+3.37012, -1.34606, 1.99131, 1.33476, 1.3885, 
+1.12559, };
 
 static const int topo[3] = {25, 10, 1};