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Loading required package: survival
Loading required package: splines
Loading required package: lattice
Loading required package: parallel
Loaded gbm 2.1.1
Warning message:
package ‘gbm’ was built under R version 3.2.1
Warning message:
package ‘Metrics’ was built under R version 3.2.1
Loading required package: R.oo
Loading required package: R.methodsS3
R.methodsS3 v1.7.0 (2015-02-19) successfully loaded. See ?R.methodsS3 for help.
R.oo v1.19.0 (2015-02-27) successfully loaded. See ?R.oo for help.
Attaching package: ‘R.oo’
The following object is masked from ‘package:Metrics’:
ll
The following objects are masked from ‘package:base’:
attach, detach, gc, load, save
R.utils v2.1.0 (2015-05-27) successfully loaded. See ?R.utils for help.
Attaching package: ‘R.utils’
The following object is masked from ‘package:utils’:
timestamp
The following objects are masked from ‘package:base’:
cat, commandArgs, getOption, inherits, isOpen, parse, warnings
Warning messages:
1: package ‘R.utils’ was built under R version 3.2.1
2: package ‘R.oo’ was built under R version 3.2.1
3: package ‘R.methodsS3’ was built under R version 3.2.1
Loading required package: methods
Attaching package: ‘methods’
The following objects are masked from ‘package:R.oo’:
getClasses, getMethods
Warning message:
package ‘ggplot2’ was built under R version 3.2.1
Warning message:
package ‘scales’ was built under R version 3.2.1
datetime target u v temp rh prmsl
1 2015-02-24 00:30:00 0.00 0.820993000 -0.85549800 3.588 89.9169 101665
2 2015-02-24 03:30:00 0.00 0.236722000 -1.80784000 2.166 89.5981 101632
3 2015-02-24 06:30:00 0.00 -0.242857000 -0.53309600 0.578 98.1558 101632
4 2015-02-24 09:30:00 1.26 -0.875772000 -1.29227000 4.906 82.6544 101731
5 2015-02-24 12:30:00 1.62 0.414835000 0.02037240 7.756 58.8594 101549
6 2015-02-24 15:30:00 1.68 0.796648000 -1.80043000 8.353 52.4948 101382
7 2015-02-24 18:30:00 0.00 -0.460516000 -1.61167000 5.305 79.1009 101662
8 2015-02-24 21:30:00 0.00 0.311453000 -1.21685000 3.610 82.2763 101746
9 2015-02-25 00:30:00 0.00 -0.563092000 0.33744100 -0.645 91.7946 101735
10 2015-02-25 03:30:00 0.00 0.561981000 -0.83116400 1.021 94.1192 101814
11 2015-02-25 06:30:00 0.00 -0.167535000 -1.04885000 1.546 93.8429 101955
12 2015-02-25 09:30:00 0.41 -0.231153000 -1.25235000 3.945 80.1320 102193
13 2015-02-25 12:30:00 2.46 -0.487885000 -2.22730000 6.673 61.1929 102073
14 2015-02-25 15:30:00 2.00 -0.414768000 -2.59498000 6.931 56.6563 101981
15 2015-02-25 18:30:00 0.00 -0.821169000 -1.46787000 4.053 70.9483 102087
16 2015-02-25 21:30:00 0.00 -1.495360000 -0.66744700 3.785 73.2427 102056
17 2015-02-26 00:30:00 0.00 -1.485020000 0.93333300 3.722 58.1958 101949
18 2015-02-26 03:30:00 0.00 -0.231062000 1.04438000 5.352 65.4109 101918
19 2015-02-26 06:30:00 0.00 0.542467000 2.32003000 5.536 76.3064 101922
20 2015-02-26 09:30:00 0.23 0.458343000 1.76115000 5.551 86.6821 101787
21 2015-02-26 12:30:00 0.26 0.618825000 2.59795000 7.370 86.0458 101507
22 2015-02-26 15:30:00 0.11 -0.607150000 1.25911000 7.069 95.4409 101339
23 2015-02-26 18:30:00 0.00 0.056228600 2.60649000 7.272 95.3862 101135
24 2015-02-26 21:30:00 0.00 0.755713000 1.28909000 5.944 99.8972 101356
25 2015-02-27 00:30:00 0.00 1.179410000 0.26738400 4.797 98.0236 101354
26 2015-02-27 03:30:00 0.00 2.370540000 -1.21937000 3.855 66.8026 101399
27 2015-02-27 06:30:00 0.00 1.187390000 -1.42922000 0.862 84.7767 101638
28 2015-02-27 09:30:00 0.56 2.347680000 -1.70119000 1.437 81.1458 101813
29 2015-02-27 12:30:00 1.97 2.216900000 -2.23286000 1.873 66.6379 101861
30 2015-02-27 15:30:00 1.68 2.356770000 -3.77798000 1.169 69.5259 101912
31 2015-02-27 18:30:00 0.00 1.991050000 -2.68426000 -0.153 71.3823 102120
32 2015-02-27 21:30:00 0.00 1.192820000 -2.72832000 -1.059 83.5059 102265
33 2015-02-28 00:30:00 0.00 0.752428000 -3.92567000 -0.120 73.0808 102405
34 2015-02-28 03:30:00 0.00 0.771597000 -3.05257000 0.269 67.6334 102521
35 2015-02-28 06:30:00 0.00 -0.425868000 -2.60159000 0.567 66.1703 102668
36 2015-02-28 09:30:00 0.45 -0.039470700 -1.91277000 2.107 62.2497 102818
37 2015-02-28 12:30:00 2.37 -0.715670000 -2.12683000 3.908 55.5511 102807
38 2015-02-28 15:30:00 1.90 -0.002002720 -1.97817000 4.287 53.4085 102570
39 2015-02-28 18:30:00 0.00 -1.192790000 -1.05613000 1.159 71.4461 102671
40 2015-02-28 21:30:00 0.00 -1.504150000 -0.46221400 0.723 63.9488 102588
41 2015-03-01 00:30:00 0.00 -1.034880000 2.30406000 3.715 56.2697 102311
42 2015-03-01 03:30:00 0.00 0.495843000 2.77271000 3.551 65.3644 102191
43 2015-03-01 06:30:00 0.00 0.023160000 3.32386000 3.422 97.7785 101912
44 2015-03-01 09:30:00 0.04 -0.719801000 3.10956000 6.215 91.8435 101486
45 2015-03-01 12:30:00 0.13 -0.725557000 1.96157000 8.116 92.9416 100895
46 2015-03-01 15:30:00 0.02 1.558920000 -4.18863000 4.520 95.2295 100907
47 2015-03-01 18:30:00 0.00 0.209357000 -2.59795000 1.992 99.7604 100997
48 2015-03-01 21:30:00 0.00 1.623980000 -2.09840000 3.050 94.3138 101166
49 2015-03-02 00:30:00 0.00 2.012900000 -1.63134000 2.825 87.6486 101357
50 2015-03-02 03:30:00 0.00 -0.110134000 -1.25358000 1.529 78.1381 101471
51 2015-03-02 06:30:00 0.00 1.217990000 -2.31475000 1.517 99.2828 101594
52 2015-03-02 09:30:00 1.58 1.510550000 -4.26210000 3.450 73.9887 101722
53 2015-03-02 12:30:00 2.07 2.503090000 -2.69700000 5.428 60.5918 101840
54 2015-03-02 15:30:00 1.03 0.247204000 -2.41450000 4.853 65.0770 101806
55 2015-03-02 18:30:00 0.00 0.426968000 -1.93824000 2.310 78.3704 101988
56 2015-03-02 21:30:00 0.00 -0.990885000 -0.71358900 -0.446 89.7283 102045
57 2015-03-03 00:30:00 0.00 -1.287250000 0.84730000 -2.852 95.2916 102121
58 2015-03-03 03:30:00 0.00 -1.475900000 0.79555900 -2.668 86.1158 101900
59 2015-03-03 06:30:00 0.00 -0.762260000 1.90191000 -1.893 84.4524 102003
60 2015-03-03 09:30:00 0.92 -0.516013000 0.96179400 2.133 76.6413 102077
61 2015-03-03 12:30:00 0.57 -0.029980700 1.31985000 5.572 63.7021 101733
62 2015-03-03 15:30:00 0.15 -1.095530000 0.15308400 5.436 69.9693 101358
63 2015-03-03 18:30:00 0.00 -1.461950000 3.13974000 4.951 80.5717 101110
64 2015-03-03 21:30:00 0.00 -1.113660000 3.63524000 5.380 95.0812 100900
65 2015-03-04 00:30:00 0.00 -1.392990000 1.45571000 6.747 93.9958 100586
66 2015-03-04 03:30:00 0.00 1.740770000 -1.12227000 4.855 98.8066 100662
67 2015-03-04 06:30:00 0.00 1.322800000 -0.18995100 3.898 99.1480 100896
68 2015-03-04 09:30:00 1.25 1.423820000 0.10718000 6.473 88.6165 101054
69 2015-03-04 12:30:00 1.02 2.802540000 0.76186600 8.551 56.6604 101066
70 2015-03-04 15:30:00 0.55 2.843320000 0.17095400 9.762 50.5243 101089
71 2015-03-04 18:30:00 0.00 2.182950000 -3.01688000 2.423 72.9010 101474
72 2015-03-04 21:30:00 0.00 1.475000000 -1.88190000 0.583 72.2301 101905
73 2015-03-05 00:30:00 0.00 1.692860000 -2.24733000 0.054 69.6162 101935
74 2015-03-05 03:30:00 0.00 1.185280000 -3.54388000 0.346 66.4489 101959
75 2015-03-05 06:30:00 0.00 2.049200000 -2.66217000 1.004 66.8761 102085
76 2015-03-05 09:30:00 0.31 0.246875000 -4.25613000 1.580 71.2413 102196
77 2015-03-05 12:30:00 0.89 1.284550000 -3.99541000 2.280 67.7336 102255
78 2015-03-05 15:30:00 1.47 1.012870000 -4.00069000 1.697 67.7768 102302
79 2015-03-05 18:30:00 0.00 0.679070000 -3.76210000 -0.015 72.7227 102419
80 2015-03-05 21:30:00 0.00 -0.145751000 -3.51394000 0.613 63.2060 102511
81 2015-03-06 00:30:00 0.00 -0.607691000 -2.84184000 0.839 65.7780 102477
82 2015-03-06 03:30:00 0.00 -0.196321000 -2.84117000 0.818 67.3416 102409
83 2015-03-06 06:30:00 0.00 -0.647581000 -3.31313000 0.258 72.6429 102470
84 2015-03-06 09:30:00 1.53 -0.815067000 -1.81931000 2.055 64.6993 102587
85 2015-03-06 12:30:00 2.49 -0.033655200 -1.88172000 4.618 53.8328 102463
86 2015-03-06 15:30:00 1.03 -0.944228000 -1.98077000 5.058 59.5221 102209
87 2015-03-06 18:30:00 0.00 -0.960744000 -2.20070000 2.087 75.0220 102275
88 2015-03-06 21:30:00 0.00 -0.970703000 -1.26897000 0.995 82.5079 102396
89 2015-03-07 00:30:00 0.00 -0.790990000 -0.71214600 1.076 80.5021 102251
90 2015-03-07 03:30:00 0.00 0.257495000 -0.84178000 0.390 93.3808 102252
91 2015-03-07 06:30:00 0.00 -0.173752000 0.01772980 0.914 93.6714 102243
92 2015-03-07 09:30:00 0.42 -0.280538000 -0.71603000 3.938 87.9870 102251
93 2015-03-07 12:30:00 0.62 -0.034316100 -1.67033000 5.485 81.3776 102048
94 2015-03-07 15:30:00 0.10 -0.017304400 -1.50143000 5.232 93.9204 101951
95 2015-03-07 18:30:00 0.00 -0.234452000 -1.74806000 3.699 99.3797 102067
96 2015-03-07 21:30:00 0.00 -0.541891000 -1.85112000 3.927 99.9286 102209
97 2015-03-08 00:30:00 0.00 -0.376430000 -1.62945000 3.485 99.7238 102235
98 2015-03-08 03:30:00 0.00 -0.458445000 -2.42511000 3.710 99.8801 102216
99 2015-03-08 06:30:00 0.00 -0.349378000 -2.82776000 5.178 93.5246 102265
100 2015-03-08 09:30:00 1.31 0.007068630 -2.22033000 5.458 91.5147 102399
101 2015-03-08 12:30:00 1.75 -0.596861000 -3.06870000 6.647 82.1903 102301
102 2015-03-08 15:30:00 0.68 -0.031112700 -2.99967000 6.523 82.4254 102142
103 2015-03-08 18:30:00 0.00 0.060966500 -2.57990000 5.765 83.2173 102134
104 2015-03-08 21:30:00 0.00 -0.936962000 -2.46462000 5.044 91.3338 102257
105 2015-03-09 00:30:00 0.00 -1.147620000 -0.35543400 3.936 95.6997 102071
106 2015-03-09 03:30:00 0.00 -0.271982000 1.65148000 5.093 81.1532 101855
107 2015-03-09 06:30:00 0.00 0.372419000 3.17224000 6.747 83.9198 101785
108 2015-03-09 09:30:00 0.15 -0.388754000 2.31796000 8.053 89.2820 101670
109 2015-03-09 12:30:00 0.43 -0.998034000 0.77616300 8.426 90.9220 101255
110 2015-03-09 15:30:00 0.18 -0.165552000 -0.87038200 8.451 86.6969 100904
111 2015-03-09 18:30:00 0.00 0.847765000 -2.10824000 5.007 94.1495 100960
112 2015-03-09 21:30:00 0.00 -0.179602000 -1.01645000 1.517 99.5650 101064
113 2015-03-10 00:30:00 0.00 0.891281000 0.25124700 1.287 99.9672 100866
114 2015-03-10 03:30:00 0.00 1.042670000 0.69627600 1.109 94.9894 100729
115 2015-03-10 06:30:00 0.00 2.341740000 -1.01293000 0.651 86.8767 100778
116 2015-03-10 09:30:00 0.89 4.322780000 -1.49429000 0.503 74.4160 100926
117 2015-03-10 12:30:00 1.37 4.233830000 -2.36254000 0.026 73.2325 101009
118 2015-03-10 15:30:00 2.51 4.024230000 -1.96536000 -1.305 72.1221 100967
119 2015-03-10 18:30:00 0.00 3.253470000 -1.36156000 -3.722 81.5748 101291
120 2015-03-10 21:30:00 0.00 3.296700000 0.58839400 -4.709 93.8978 101509
121 2015-03-11 00:30:00 0.00 3.070550000 -0.18444800 -5.324 79.1356 101634
122 2015-03-11 03:30:00 0.00 1.435570000 0.85456800 -6.149 73.2977 101697
123 2015-03-11 06:30:00 0.00 0.634327000 1.61635000 -5.863 74.4286 101741
124 2015-03-11 09:30:00 1.60 1.759520000 1.67010000 -2.482 77.2936 101835
125 2015-03-11 12:30:00 2.37 3.259930000 1.44027000 0.326 67.2037 101669
126 2015-03-11 15:30:00 1.62 3.790050000 -0.45537700 1.434 59.0902 101610
127 2015-03-11 18:30:00 0.00 1.585960000 0.01821800 -0.466 68.5299 101703
128 2015-03-11 21:30:00 0.00 -0.331861000 1.44711000 -2.994 78.2582 101708
129 2015-03-12 00:30:00 0.00 0.253385000 2.25687000 -2.186 66.7296 101645
130 2015-03-12 03:30:00 0.00 -0.146920000 1.85764000 -1.878 62.2250 101678
131 2015-03-12 06:30:00 0.00 0.295403000 1.86371000 -1.953 76.6620 101734
132 2015-03-12 09:30:00 1.60 2.160530000 0.52249500 1.852 58.9311 101806
133 2015-03-12 12:30:00 1.54 3.418050000 -1.63348000 4.637 37.8445 101651
134 2015-03-12 15:30:00 1.59 2.407660000 -2.23233000 5.705 34.8699 101534
135 2015-03-12 18:30:00 0.00 1.090600000 -2.26200000 2.027 55.6926 101779
136 2015-03-12 21:30:00 0.00 0.597837000 -1.36296000 -1.121 67.4762 102036
137 2015-03-13 00:30:00 0.00 0.457150000 -0.81823500 -3.700 79.6070 102011
138 2015-03-13 03:30:00 0.00 -0.866926000 2.37337000 -4.381 79.3721 102071
139 2015-03-13 06:30:00 0.00 -0.214966000 1.95908000 -2.464 62.5911 102133
140 2015-03-13 09:30:00 1.55 0.599884000 1.68269000 1.752 53.2733 102160
141 2015-03-13 12:30:00 2.79 1.558220000 2.59614000 6.870 37.3574 101980
142 2015-03-13 15:30:00 1.94 1.736030000 0.89312600 8.701 38.3835 101745
143 2015-03-13 18:30:00 0.00 1.736690000 -1.31725000 5.950 62.9359 101963
144 2015-03-13 21:30:00 0.00 -0.553705000 1.24933000 3.995 78.5267 102116
145 2015-03-14 00:30:00 0.00 -0.690098000 0.22137200 2.462 97.3132 102128
146 2015-03-14 03:30:00 0.00 -0.608759000 0.09260750 0.852 99.1147 102085
147 2015-03-14 06:30:00 0.00 -0.602929000 0.41251200 1.432 93.2524 102104
148 2015-03-14 09:30:00 0.38 -0.311927000 -0.51134700 0.958 99.5030 102257
149 2015-03-14 12:30:00 1.88 -0.627520000 -1.53713000 1.875 95.4859 102328
150 2015-03-14 15:30:00 2.24 0.533911000 -3.41889000 4.909 73.6059 102317
151 2015-03-14 18:30:00 0.00 0.473432000 -2.14569000 2.261 79.0332 102395
152 2015-03-14 21:30:00 0.00 -0.502456000 -0.82773700 -0.461 91.5784 102634
153 2015-03-15 00:30:00 0.00 -0.981164000 -0.10311800 -1.237 94.1936 102549
154 2015-03-15 03:30:00 0.00 -1.508030000 0.32344200 -1.337 83.0073 102459
155 2015-03-15 06:30:00 0.00 -0.627330000 0.86396600 -0.813 85.8229 102536
156 2015-03-15 09:30:00 1.54 0.845892000 1.69827000 5.284 64.1834 102604
157 2015-03-15 12:30:00 0.42 1.256420000 2.98431000 8.770 55.3128 102377
158 2015-03-15 15:30:00 0.10 0.169255000 2.50035000 8.078 64.5221 102264
159 2015-03-15 18:30:00 0.00 0.354218000 2.59460000 7.127 77.2373 102246
160 2015-03-15 21:30:00 0.00 0.916921000 2.11906000 7.093 88.6921 102364
161 2015-03-16 00:30:00 0.00 0.777997000 1.56853000 6.724 86.7031 102320
162 2015-03-16 03:30:00 0.00 -0.394423000 1.15054000 6.528 88.3592 102304
163 2015-03-16 06:30:00 0.00 -1.185730000 0.31361600 4.813 92.3327 102300
164 2015-03-16 09:30:00 1.05 -0.630919000 -0.45018900 9.925 75.4917 102291
165 2015-03-16 12:30:00 2.13 -0.303382000 -0.31493300 13.991 55.0149 102075
166 2015-03-16 15:30:00 1.69 0.072818800 0.27181100 16.144 58.6293 101821
167 2015-03-16 18:30:00 0.00 -0.221477000 -1.12128000 12.522 75.2474 101968
168 2015-03-16 21:30:00 0.00 -1.710140000 1.50527000 7.812 89.2953 102078
169 2015-03-17 00:30:00 0.00 -1.143650000 1.34352000 5.551 86.9521 101918
170 2015-03-17 03:30:00 0.00 -0.044841800 1.17666000 6.100 99.9322 102023
171 2015-03-17 06:30:00 0.00 -0.090975800 1.45210000 6.637 99.9031 102103
172 2015-03-17 09:30:00 0.62 1.110630000 0.83918200 11.811 81.0765 102094
173 2015-03-17 12:30:00 2.70 0.802742000 1.20065000 16.930 47.2612 101879
174 2015-03-17 15:30:00 2.15 1.274080000 1.39762000 18.829 35.1907 101558
175 2015-03-17 18:30:00 0.00 -0.254147000 -1.29218000 15.208 53.0011 101627
176 2015-03-17 21:30:00 0.00 -0.401282000 1.18706000 11.606 72.0861 101821
177 2015-03-18 00:30:00 0.00 -0.394925000 1.32035000 8.185 83.1202 101796
178 2015-03-18 03:30:00 0.00 0.704744000 1.10931000 8.687 94.9812 101758
179 2015-03-18 06:30:00 0.00 -0.340843000 0.74385000 5.275 97.2700 101785
180 2015-03-18 09:30:00 1.41 -0.417635000 0.15709600 13.326 69.6049 101808
181 2015-03-18 12:30:00 0.91 0.354809000 2.07845000 16.894 65.7933 101632
182 2015-03-18 15:30:00 0.26 0.069683100 1.89452000 17.168 64.9393 101343
183 2015-03-18 18:30:00 0.00 -0.363875000 1.60015000 13.109 86.9332 101278
184 2015-03-18 21:30:00 0.00 0.322066000 3.32950000 13.448 97.3522 101313
185 2015-03-19 00:30:00 0.00 0.302303000 3.13050000 13.755 94.4421 101023
186 2015-03-19 03:30:00 0.00 1.683300000 4.84426000 15.016 99.6656 100913
187 2015-03-19 06:30:00 0.00 1.093430000 3.92458000 15.071 96.5727 100777
188 2015-03-19 09:30:00 0.08 1.061050000 1.68106000 15.157 97.9408 100731
189 2015-03-19 12:30:00 0.25 1.154140000 -3.64408000 14.476 95.4958 100780
190 2015-03-19 15:30:00 0.18 -0.036979700 -2.51658000 9.178 99.8962 100927
191 2015-03-19 18:30:00 0.00 1.047900000 -3.79110000 8.603 99.7221 101022
192 2015-03-19 21:30:00 0.00 0.273966000 -2.71480000 8.479 96.4826 101290
193 2015-03-20 00:30:00 0.00 -0.547167000 -3.43812000 8.727 93.3567 101254
194 2015-03-20 03:30:00 0.00 0.149509000 -3.43985000 8.681 89.7620 101494
195 2015-03-20 06:30:00 0.00 -0.133257000 -3.35328000 8.930 88.8620 101564
196 2015-03-20 09:30:00 1.58 -0.897273000 -3.63919000 10.384 75.6122 101650
197 2015-03-20 12:30:00 2.32 -0.403180000 -3.79620000 10.200 74.8194 101683
198 2015-03-20 15:30:00 1.94 -0.637812000 -3.40599000 9.094 79.6189 101622
199 2015-03-20 18:30:00 0.00 -0.200311000 -2.88464000 6.209 90.0180 101643
200 2015-03-20 21:30:00 0.00 -0.368288000 -2.52099000 5.144 93.7130 101852
201 2015-03-21 00:30:00 0.00 -0.773686000 -2.51511000 4.859 97.3014 101702
202 2015-03-21 03:30:00 0.00 -1.264010000 -1.32774000 3.743 96.9914 101712
203 2015-03-21 06:30:00 0.00 -1.638610000 -1.09603000 2.837 98.7610 101753
204 2015-03-21 09:30:00 1.20 -0.561867000 -1.62554000 8.497 70.4549 101658
205 2015-03-21 12:30:00 2.60 0.455354000 -0.54371400 13.289 43.5681 101541
206 2015-03-21 15:30:00 1.04 0.892181000 -1.22546000 15.013 40.2620 101254
207 2015-03-21 18:30:00 0.00 -1.425260000 -0.26222400 13.069 51.7036 101301
208 2015-03-21 21:30:00 0.00 0.198703000 1.40955000 9.276 57.5018 101463
209 2015-03-22 00:30:00 0.00 0.488990000 -1.28517000 7.806 61.3959 101498
210 2015-03-22 03:30:00 0.00 -1.051110000 -0.95310700 4.640 85.0603 101543
211 2015-03-22 06:30:00 0.00 -0.411269000 0.78828900 0.688 96.7115 101536
212 2015-03-22 09:30:00 1.49 0.857635000 1.83360000 10.230 64.9900 101525
213 2015-03-22 12:30:00 2.62 2.456090000 1.54749000 15.110 33.1414 101238
214 2015-03-22 15:30:00 1.91 0.403715000 -3.68134000 14.240 36.2783 101161
215 2015-03-22 18:30:00 0.00 0.731297000 -2.92729000 8.817 40.8474 101479
216 2015-03-22 21:30:00 0.00 -0.834977000 -2.31206000 6.075 78.8524 101636
217 2015-03-23 00:30:00 0.00 0.548140000 0.00518227 1.602 89.7672 101576
218 2015-03-23 03:30:00 0.00 0.895888000 0.54787100 -0.378 88.5581 101574
219 2015-03-23 06:30:00 0.00 1.188720000 -4.22450000 4.011 96.4319 101818
220 2015-03-23 09:30:00 1.40 1.482570000 -4.23749000 3.436 61.3669 102082
221 2015-03-23 12:30:00 1.79 0.776754000 -4.43999000 3.653 51.8304 102025
222 2015-03-23 15:30:00 1.53 0.733813000 -4.48550000 3.604 50.1525 101940
223 2015-03-23 18:30:00 0.00 1.318620000 -2.65491000 1.810 58.7137 102085
224 2015-03-23 21:30:00 0.00 1.897770000 -2.22585000 0.689 93.6928 102314
225 2015-03-24 00:30:00 0.00 1.149620000 -1.06248000 -0.380 77.6282 102321
226 2015-03-24 03:30:00 0.00 1.451810000 -2.41972000 -0.116 58.1119 102380
227 2015-03-24 06:30:00 0.00 0.679312000 -0.57807500 -1.374 76.0970 102485
228 2015-03-24 09:30:00 1.24 1.553800000 -2.35629000 2.166 66.2462 102594
229 2015-03-24 12:30:00 1.55 1.132590000 -2.41995000 3.035 65.8553 102570
230 2015-03-24 15:30:00 0.79 1.495500000 -3.12765000 2.233 64.1228 102673
231 2015-03-24 18:30:00 0.00 1.829470000 -2.43005000 0.834 75.6730 102771
232 2015-03-24 21:30:00 0.00 -0.248589000 -1.79454000 0.232 85.3102 102944
233 2015-03-25 00:30:00 0.00 1.187910000 -1.17621000 -0.418 80.0145 102976
234 2015-03-25 03:30:00 0.00 0.929977000 -1.21614000 -0.640 96.2791 102985
235 2015-03-25 06:30:00 0.00 1.532110000 -1.84674000 -0.047 92.2148 103063
236 2015-03-25 09:30:00 1.77 0.814711000 -3.98433000 3.216 65.1982 103240
237 2015-03-25 12:30:00 2.23 2.023860000 -4.84108000 4.114 61.6156 103347
238 2015-03-25 15:30:00 1.87 1.991950000 -4.38118000 4.117 59.3159 103310
239 2015-03-25 18:30:00 0.00 0.309777000 -3.80476000 2.351 59.9842 103398
240 2015-03-25 21:30:00 0.00 -0.167715000 -2.28025000 1.728 64.9922 103503
241 2015-03-26 00:30:00 0.00 0.014076200 -2.31266000 0.921 68.1919 103478
242 2015-03-26 03:30:00 0.00 -0.081186300 -1.24557000 -1.493 86.3117 103450
243 2015-03-26 06:30:00 0.00 0.282510000 -0.83509800 -2.041 91.2306 103550
244 2015-03-26 09:30:00 1.77 -0.335172000 -1.49939000 4.385 63.6308 103506
245 2015-03-26 12:30:00 2.82 -0.013090100 -2.30474000 7.375 39.5166 103382
246 2015-03-26 15:30:00 2.30 -0.090526600 -2.50559000 8.743 34.8211 103140
247 2015-03-26 18:30:00 0.00 -0.413483000 -1.60863000 5.613 47.1623 103081
248 2015-03-26 21:30:00 0.00 -1.293540000 -0.61047600 2.067 60.8852 103183
249 2015-03-27 00:30:00 0.00 -0.736729000 0.35538200 -3.225 84.9664 103130
250 2015-03-27 03:30:00 0.00 -0.612652000 0.79964500 -3.539 84.9349 102979
251 2015-03-27 06:30:00 0.00 -0.751093000 1.35885000 -3.348 80.5930 103009
252 2015-03-27 09:30:00 1.78 0.881672000 0.64006200 6.756 63.5312 102933
253 2015-03-27 12:30:00 2.80 1.404430000 0.84889600 13.147 29.8524 102619
254 2015-03-27 15:30:00 2.20 1.581820000 -0.05588530 15.505 19.6027 102320
255 2015-03-27 18:30:00 0.00 -0.212922000 -0.96432700 11.366 38.0346 102332
256 2015-03-27 21:30:00 0.00 0.431176000 0.99479100 5.986 51.6610 102433
257 2015-03-28 00:30:00 0.00 -0.030043600 1.36235000 5.187 64.9088 102336
258 2015-03-28 03:30:00 0.00 0.399526000 1.42769000 5.595 84.3943 102318
259 2015-03-28 06:30:00 0.00 -0.084327700 1.61700000 4.446 78.3088 102273
260 2015-03-28 09:30:00 1.34 1.109720000 0.97740400 10.105 60.0087 102219
261 2015-03-28 12:30:00 2.82 1.665300000 1.40056000 15.983 25.9242 101992
262 2015-03-28 15:30:00 2.20 1.318570000 1.91778000 17.622 27.8297 101663
263 2015-03-28 18:30:00 0.00 0.343228000 0.65227000 13.809 37.8466 101722
264 2015-03-28 21:30:00 0.00 -0.258116000 1.18604000 10.375 63.1469 101943
265 2015-03-29 00:30:00 0.00 -0.486241000 1.40160000 8.980 82.6350 101836
266 2015-03-29 03:30:00 0.00 0.493209000 2.47394000 9.520 83.1524 101751
267 2015-03-29 06:30:00 0.00 0.563174000 1.41090000 9.902 86.6371 101684
268 2015-03-29 09:30:00 0.10 1.464810000 1.87406000 10.928 81.3152 101705
269 2015-03-29 12:30:00 0.37 1.555600000 1.19119000 10.556 92.9292 101628
270 2015-03-29 15:30:00 0.50 0.673333000 -0.04825310 10.823 90.0147 101458
271 2015-03-29 18:30:00 0.00 -0.484405000 -2.51641000 10.377 82.8533 101557
272 2015-03-29 21:30:00 0.00 -0.422207000 -1.36916000 7.277 99.3774 101791
273 2015-03-30 00:30:00 0.00 -0.485663000 -1.16916000 6.593 96.4140 101797
274 2015-03-30 03:30:00 0.00 0.029025100 -1.59477000 4.207 83.7030 101935
275 2015-03-30 06:30:00 0.00 -0.553546000 -1.60237000 5.635 93.5862 102056
276 2015-03-30 09:30:00 0.00 -0.334952000 -1.90888000 9.982 73.5579 102245
277 2015-03-30 12:30:00 2.70 -0.205656000 -1.96804000 13.032 53.1719 102169
278 2015-03-30 15:30:00 2.10 0.669926000 -1.33286000 15.047 42.6991 101882
279 2015-03-30 18:30:00 0.00 0.121286000 -0.98781800 11.927 57.4147 101954
280 2015-03-30 21:30:00 0.00 -1.525920000 0.54853600 7.637 67.9275 101987
281 2015-03-31 00:30:00 0.00 0.142799000 1.93594000 6.665 81.5340 102025
282 2015-03-31 03:30:00 0.00 -0.044445000 1.96455000 7.559 82.1780 102052
283 2015-03-31 06:30:00 0.02 -0.140674000 1.75996000 6.864 80.2943 102172
284 2015-03-31 09:30:00 1.64 0.912080000 2.17603000 13.593 77.0306 102167
285 2015-03-31 12:30:00 2.52 0.152611000 2.72514000 17.804 42.6389 101929
286 2015-03-31 15:30:00 2.11 1.566680000 2.88974000 20.236 34.2224 101549
287 2015-03-31 18:30:00 0.00 1.042440000 2.19808000 17.888 48.2396 101581
288 2015-03-31 21:30:00 0.00 -0.131352000 2.00586000 14.499 77.5501 101744
289 2015-04-01 00:30:00 0.00 0.739417000 1.75549000 14.679 82.9285 101560
290 2015-04-01 03:30:00 0.00 1.078230000 3.33030000 13.971 90.2758 101422
291 2015-04-01 06:30:00 0.00 0.363075000 2.81639000 13.007 97.5322 101332
292 2015-04-01 09:30:00 0.28 1.173470000 2.59787000 13.718 95.1916 101274
293 2015-04-01 12:30:00 0.04 1.442740000 2.32347000 14.474 96.3439 101213
294 2015-04-01 15:30:00 0.05 1.249400000 -3.17242000 13.471 98.3868 100995
295 2015-04-01 18:30:00 0.00 0.349068000 -2.49398000 8.339 99.1990 101408
296 2015-04-01 21:30:00 0.00 0.135094000 -3.92637000 7.975 94.6898 101630
297 2015-04-02 00:30:00 0.00 -0.419993000 -4.18382000 7.740 88.1636 101704
298 2015-04-02 03:30:00 0.00 -0.820994000 -3.51889000 7.462 82.5679 101791
299 2015-04-02 06:30:00 0.00 -1.892270000 -1.72181000 6.233 87.2589 101903
300 2015-04-02 09:30:00 1.70 -1.803230000 -2.71318000 9.665 70.7961 101843
301 2015-04-02 12:30:00 2.86 -1.239200000 1.47483000 16.227 37.5992 101635
302 2015-04-02 15:30:00 2.21 -1.798710000 2.71535000 17.432 54.4208 101371
303 2015-04-02 18:30:00 0.00 -1.323760000 2.93969000 13.632 68.8481 101464
304 2015-04-02 21:30:00 0.00 -2.010670000 4.19264000 11.737 80.0331 101558
305 2015-04-03 00:30:00 0.00 -1.601160000 4.82379000 12.239 77.6525 101314
306 2015-04-03 03:30:00 0.00 -0.729477000 4.44764000 13.270 74.5781 101154
307 2015-04-03 06:30:00 0.02 0.319275000 3.23732000 13.314 79.2999 101026
308 2015-04-03 09:30:00 0.30 0.925224000 4.87901000 15.879 73.2766 100890
309 2015-04-03 12:30:00 0.11 0.769188000 4.49776000 15.477 87.7935 100794
310 2015-04-03 15:30:00 0.36 1.180190000 4.56426000 16.468 95.6816 100694
311 2015-04-03 18:30:00 0.00 0.953310000 2.16315000 15.972 99.4270 100807
312 2015-04-03 21:30:00 0.00 -1.285360000 -1.57688000 10.674 99.2126 101291
313 2015-04-04 00:30:00 0.00 -0.669531000 -3.26447000 8.851 99.9712 101328
314 2015-04-04 03:30:00 0.00 -0.805815000 -1.93153000 8.761 99.5432 101444
315 2015-04-04 06:30:00 0.05 -0.726393000 -2.74399000 7.749 98.2476 101595
316 2015-04-04 09:30:00 1.53 0.230757000 -1.68065000 10.765 89.2842 101688
317 2015-04-04 12:30:00 1.13 0.434263000 -0.38552300 16.685 76.5897 101474
318 2015-04-04 15:30:00 1.39 1.258280000 1.08962000 20.013 69.2159 101356
319 2015-04-04 18:30:00 0.00 -0.805614000 0.04749680 16.584 86.9723 101456
320 2015-04-04 21:30:00 0.00 -1.145200000 1.93823000 16.243 87.4422 101579
321 2015-04-05 00:30:00 0.00 0.037786500 2.94845000 14.312 85.9024 101549
322 2015-04-05 03:30:00 0.00 -0.485806000 1.96092000 13.539 93.4513 101570
323 2015-04-05 06:30:00 0.00 -1.208360000 3.39076000 13.724 96.0817 101516
324 2015-04-05 09:30:00 0.10 0.433239000 1.92470000 13.149 95.6645 101413
325 2015-04-05 12:30:00 0.10 1.122360000 2.82754000 15.045 91.4143 101166
326 2015-04-05 15:30:00 0.20 1.000230000 1.63457000 15.066 96.9683 101108
327 2015-04-05 18:30:00 0.00 -0.645065000 -2.93865000 11.549 99.7236 101362
328 2015-04-05 21:30:00 0.00 -0.350681000 -1.78588000 10.193 99.9050 101535
329 2015-04-06 00:30:00 0.00 -0.655823000 -1.32831000 11.172 98.6747 101517
330 2015-04-06 03:30:00 0.00 -0.376169000 -0.57893200 11.064 98.4469 101396
331 2015-04-06 06:30:00 0.00 -0.788033000 -1.66323000 10.303 99.3663 101530
332 2015-04-06 09:30:00 0.20 -0.602472000 -2.52095000 10.602 99.6506 101559
333 2015-04-06 12:30:00 0.80 -0.789703000 -3.12243000 10.062 99.1077 101477
334 2015-04-06 15:30:00 0.06 -0.519457000 -2.06541000 8.605 99.8964 101435
335 2015-04-06 18:30:00 0.00 -0.899154000 -2.14721000 7.656 99.9469 101430
336 2015-04-06 21:30:00 0.00 0.165402000 -3.84487000 6.298 99.6768 101678
337 2015-04-07 00:30:00 0.00 -0.557814000 -4.21528000 5.478 99.3794 101774
338 2015-04-07 03:30:00 0.00 -0.257099000 -4.09901000 4.998 99.4916 101821
339 2015-04-07 06:30:00 0.00 -0.183432000 -4.01980000 5.517 98.6209 101972
340 2015-04-07 09:30:00 0.24 -0.623257000 -4.50837000 4.877 96.3472 102043
341 2015-04-07 12:30:00 0.18 -0.499766000 -4.79472000 5.198 85.6614 102082
342 2015-04-07 15:30:00 0.10 -0.431839000 -4.73524000 5.148 83.0507 102063
343 2015-04-07 18:30:00 0.00 -0.915096000 -4.38828000 4.562 83.8235 102209
344 2015-04-07 21:30:00 0.00 -0.472607000 -4.60920000 4.348 82.1759 102356
345 2015-04-08 00:30:00 0.00 -1.376160000 -4.92759000 3.729 78.2638 102374
346 2015-04-08 03:30:00 0.00 -0.496918000 -4.43744000 2.422 90.5282 102467
347 2015-04-08 06:30:00 0.00 -0.554519000 -3.36862000 1.682 92.6526 102504
348 2015-04-08 09:30:00 0.60 -0.445086000 -3.11874000 2.497 84.1246 102549
349 2015-04-08 12:30:00 1.41 -0.077935200 -3.52243000 4.078 73.4172 102545
350 2015-04-08 15:30:00 2.40 0.163489000 -3.71356000 4.734 69.7960 102441
351 2015-04-08 18:30:00 0.00 0.281470000 -2.68885000 3.000 74.6130 102467
352 2015-04-08 21:30:00 0.00 -0.041791900 -2.57558000 2.870 74.5999 102671
353 2015-04-09 00:30:00 0.00 -1.274110000 -1.72527000 2.416 89.9698 102622
354 2015-04-09 03:30:00 0.00 -0.815488000 -2.39050000 1.643 93.2728 102569
355 2015-04-09 06:30:00 0.00 -0.807900000 -1.84412000 1.518 91.6899 102714
356 2015-04-09 09:30:00 0.67 -0.289440000 -1.12777000 5.682 62.2899 102729
357 2015-04-09 12:30:00 1.53 1.261310000 -0.18268300 11.022 43.1109 102481
358 2015-04-09 15:30:00 1.53 -0.180695000 -0.81196100 12.338 48.9981 102319
359 2015-04-09 18:30:00 0.00 -0.767911000 -0.28525300 10.203 64.2963 102333
360 2015-04-09 21:30:00 0.00 -1.005500000 1.35763000 8.585 82.6629 102541
361 2015-04-10 00:30:00 0.00 -0.807967000 1.62358000 8.519 83.4516 102462
362 2015-04-10 03:30:00 0.00 -1.338110000 1.24842000 8.780 87.5884 102320
363 2015-04-10 06:30:00 0.00 -1.275920000 1.96485000 8.811 80.5478 102304
364 2015-04-10 09:30:00 0.15 -1.297050000 0.91696200 9.506 81.9790 102299
365 2015-04-10 12:30:00 0.39 -0.265774000 0.81738100 9.797 90.8259 102284
366 2015-04-10 15:30:00 0.07 -0.963219000 -0.30797000 9.637 89.0525 102115
367 2015-04-10 18:30:00 0.00 0.000164986 -1.36954000 8.586 95.1261 102180
368 2015-04-10 21:30:00 0.00 -1.013030000 -1.11773000 7.702 93.5219 102216
369 2015-04-11 00:30:00 0.00 -0.399075000 -1.37043000 7.996 98.2558 102066
370 2015-04-11 03:30:00 0.00 -1.159320000 -2.45153000 8.138 99.0043 102108
time
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Error in gbm.fit(x, y, offset = offset, distribution = distribution, w = w, :
variable 1: time is not of type numeric, ordered, or factor.
Calls: gbm -> gbm.fit
Execution halted