data.datasets.LSTM.RdThis dataset is a subset of the full datasets, consisting of 1,000 samples from the original 1,000,000-sample datasets.
A 1,000×21 matrix, where the firt column represents the labels and the last 20 columns represent feature values, which correspond to the number of factors associated with the features.
Methods for generating and extracting features from the dataset can be found in LSTM.
data(data.datasets.LSTM)
head(data.datasets.LSTM)
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] 10 2.939783 2.216481 2.018767 1.841911 1.787641 1.679364 1.5996357
#> [2,] 4 1.917975 1.703118 1.477067 1.269525 1.189964 1.159342 1.0901032
#> [3,] 10 7.279418 3.546278 3.426310 3.272854 2.989925 2.813158 2.5436721
#> [4,] 6 1.713806 1.558265 1.522178 1.349848 1.302589 1.093024 0.9934432
#> [5,] 3 3.578013 2.369095 1.675644 1.176460 1.116750 1.087989 1.0696053
#> [6,] 8 4.562989 1.474320 1.423473 1.379975 1.306285 1.269463 1.0472172
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 1.5195237 1.4293553 1.3712229 0.7320180 0.2116041 0.1375338 0.04768928
#> [2,] 1.0502323 1.0402835 0.9763069 0.4829097 0.3187651 0.1632904 -0.01173228
#> [3,] 2.3732687 2.0632851 1.9711726 4.7543953 1.1703336 1.1363516 1.05162328
#> [4,] 0.9521963 0.9310267 0.8704311 0.3104185 0.2465434 0.2577204 0.13363686
#> [5,] 1.0271906 1.0207907 0.9865243 2.1373112 0.9900167 0.3485279 -0.10464854
#> [6,] 0.9401103 0.8633522 0.8500611 3.1656432 0.1346783 0.1318592 0.12705717
#> [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.06301197 0.01343756 0.005729101 -0.01222022 -0.06107174 -0.05676816
#> [2,] -0.04843617 -0.04332218 -0.076806962 -0.08058904 -0.06578906 -0.10284530
#> [3,] 0.83264856 0.72324110 0.507126225 0.38253032 0.12537459 0.08152769
#> [4,] 0.13716628 -0.03903695 -0.105592989 -0.11383555 -0.10422425 -0.13245107
#> [5,] -0.14150914 -0.14161273 -0.131499197 -0.14559648 -0.13039731 -0.13687952
#> [6,] 0.08908362 0.08974107 -0.106363428 -0.18624273 -0.23832025 -0.22099393