apriori

評価5以上、クチコミ10製品以上

% apriori -c0.1 -s1 ../../for_apriori_a.csv.10 data_a10.rul
reading ../../for_apriori_a.csv.10 ... [9973 item(s), 3725 transaction(s)] done [0.07s].
filtering, sorting and recoding items ... [9973 item(s)] done [0.00s].
creating transaction tree ... done [0.01s].
checking subsets of size 1 2 done [1.38s].
writing data_a10.rul ... [167413 rule(s)] done [0.40s].

評価5以上 & クチコミ10件以上の製品 & クチコミ10製品以上

% apriori -c0 -s1 ../../for_apriori_a.csv.p10 data_a10p.rul
reading ../../for_apriori_a.csv.p10 ... [3165 item(s), 229 transaction(s)] done [0.00s].
filtering, sorting and recoding items ... [3165 item(s)] done [0.00s].
creating transaction tree ... done [0.00s].
checking subsets of size 1 2 3 done [37.67s].
writing data_a10p.rul ... [427138 rule(s)] done [1.00s].

評価制限なし、クチコミ10製品以上

% apriori -c0.1 -s1 ../../for_apriori_c.csv.10 data_c10.rul
reading ../../for_apriori_c.csv.10 ... [15021 item(s), 6056 transaction(s)] done [0.17s].
filtering, sorting and recoding items ... [15021 item(s)] done [0.01s].
creating transaction tree ... done [0.00s].
checking subsets of size 1 2 3 4 done [6.34s].
writing data_c10.rul ... [628215 rule(s)] done [1.47s].

評価制限なし & クチコミ10件以上の製品 & クチコミ10製品以上

% apriori -c0 -s1 ../../for_apriori_c.csv.p10 data_c10p.rul
reading ../../for_apriori_c.csv.p10 ... [8629 item(s), 700 transaction(s)] done [0.01s].
filtering, sorting and recoding items ... [8629 item(s)] done [0.00s].
creating transaction tree ... done [0.00s].
checking subsets of size 1 2 done [13.70s].
writing data_c10p.rul ... [112165 rule(s)] done [0.35s].

密度を濃くする

評価制限なし & クチコミ件数上位500の製品 & クチコミ30製品以上

% apriori -c0.1 -s5 ../../for_apriori_c.csv.mj data_cmj.rul
reading ../../for_apriori_c.csv.mj ... [493 item(s), 109 transaction(s)] done [0.00s].
filtering, sorting and recoding items ... [493 item(s)] done [0.00s].
creating transaction tree ... done [0.00s].
checking subsets of size 1 2 3 4 5 done [1.22s].
writing data_cmj.rul ... [910547 rule(s)] done [2.87s].

評価5以上 & クチコミ件数上位500の製品 & クチコミ30製品以上

% apriori -c10 -s1 ../../for_apriori_a.csv.mj data_amj.rul
reading ../../for_apriori_a.csv.mj ... [298 item(s), 16 transaction(s)] done [0.00s].
filtering, sorting and recoding items ... [298 item(s)] done [0.00s].
creating transaction tree ... done [0.00s].
checking subsets of size 1 2 3 4 5 done [3.59s].
writing data_amj.rul ... [98068203 rule(s)] done [316.94s].