niaarm - Man Page
niaarm – perform Association Rule Mining, output mined rules as csv, get mined rules’ statistics
Synopsis
niaarm [-h] [-v] -i INPUT_FILE [-o OUTPUT_FILE] -a ALGORITHM [-s SEED] [--max-evals MAX_EVALS] [--max-iters MAX_ITERS] --metrics METRICS [METRICS ...] [--weights WEIGHTS [WEIGHTS ...]] [--log] [--stats]
Options
- -h, --help
Show a help message and exit
- -v, --verbose
Show program’s version number and exit
- -i INPUT_FILE, --input-file INPUT_FILE
Input file containing a csv dataset
- -o OUTPUT_FILE, --output-file OUTPUT_FILE
Output file for mined rules
- -a ALGORITHM, --algorithm ALGORITHM
Algorithm to use (niapy class name, e.g. DifferentialEvolution)
- -s SEED, --seed SEED
Seed for the algorithm’s random number generator
- --max-evals MAX_EVALS
Maximum number of fitness function evaluations
- --max-iters MAX_ITERS
Maximum number of iterations
- --metrics METRICS [METRICS ...]
Metrics to use in the fitness function.
- --weights WEIGHTS [WEIGHTS ...]
Weights in range [0, 1] corresponding to --metrics
- --log
Enable logging of fitness improvements
- --stats
Display stats about mined rules