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OpenBB/website/content/common/prediction_techniques/knn/_index.md
Jeroen Bouma 3c9c2b9223 Complete check on Hugo Documentation (#1358) 
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* doesn't exists

The command 'disp' doesn't exist on the /stocks/options/ menu.

2022 Feb 16, 08:49 (✨) /stocks/options/ $ disp
usage: options {calc,yf,tr,info,pcr,load,exp,vol,voi,oi,hist,chains,grhist,unu,plot,parity,binom,vsurf,greeks,payoff,pricing,screen,cls,home,h,?,help,q,quit,..,exit,r,reset}
options: error: argument cmd: invalid choice: 'disp' (choose from 'calc', 'yf', 'tr', 'info', 'pcr', 'load', 'exp', 'vol', 'voi', 'oi', 'hist', 'chains', 'grhist', 'unu', 'plot', 'parity', 'binom', 'vsurf', 'greeks', 'payoff', 'pricing', 'screen', 'cls', 'home', 'h', '?', 'help', 'q', 'quit', '..', 'exit', 'r', 'reset')

The command 'disp' doesn't exist on the /stocks/options/ menu.

2022 Feb 16, 08:49 (✨) /stocks/options/ $

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Co-authored-by: Jeroen Bouma <jeroenbouma@MacBook-Pro-van-Jeroen.local>
Co-authored-by: jmaslek <jmaslek11@gmail.com>
2022-02-20 13:40:58 +00:00

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usage: knn [-i N_INPUTS] [-d N_DAYS] [-j N_JUMPS] [-n N_NEIGHBORS] [-e S_END_DATE] [-t VALID_SPLIT] [-p {normalization,standardization,minmax,none}] [--no_shuffle] [-h]

K nearest neighbors is a simple algorithm that stores all available cases and predict the numerical target based on a similarity measure (e.g. distance functions).

optional arguments:
  -i N_INPUTS, --input N_INPUTS
                        number of days to use as input for prediction.
  -d N_DAYS, --days N_DAYS
                        prediction days.
  -j N_JUMPS, --jumps N_JUMPS
                        number of jumps in training data.
  -n N_NEIGHBORS, --neighbors N_NEIGHBORS
                        number of neighbors to use on the algorithm.
  -e S_END_DATE, --end S_END_DATE
                        The end date (format YYYY-MM-DD) to select for testing
  -t VALID_SPLIT, --test_size VALID_SPLIT
                        Percentage of data to validate in sample
  -p {normalization,standardization,minmax,none}, --pp {normalization,standardization,minmax,none}
                        pre-processing data.
  --no_shuffle          Specify if shuffling validation inputs.
  -h, --help            show this help message

KNN