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world-federation-of-advertisers / cardinality_estimation_evaluation_framework

Evaluation framework and methods for estimating cardinalities of groups of sets
Apache License 2.0
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Add config for Meta VoC estimator for Bloom Filters. #100

Closed huangxichen1 closed 3 years ago

huangxichen1 commented 4 years ago

Example run through:

K_NUM_RUNS=10
K_OUT_DIR="your_output_directory"

python3 src/evaluations/run_evaluation.py \
--evaluation_out_dir="$K_OUT_DIR" \
--analysis_out_dir="$K_OUT_DIR" \
--report_out_dir="$K_OUT_DIR" \
--evaluation_config="smoke_test" \
--sketch_estimator_configs="bloom_filter-5000000-meta_voc_4096-local_dp_1.0986-no_global_dp" \
--sketch_estimator_configs="bloom_filter-5000000-meta_voc_4096-no_local_dp-no_global_dp" \
--evaluation_run_name="results" \
--num_runs=$K_NUM_RUNS \
--error_margin="0.05,0.1" \
--proportion_of_runs="0.95,0.95" \
--run_evaluation=True \
--run_analysis=True \
--generate_html_report=True
huangxichen1 commented 4 years ago

How is this different than PR#99?

This PR is for the (uniform) Bloom Filters. PR #99 is for Liquid Legions.