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[debug] found 12 incoming mailbox(es)
[debug] found 1 outgoing mailbox(es)
[debug] found 2556 messages of which 504 are important
[debug] data set split into 1917 (i: 231) training and 639 (i: 273) validation sets with 1004 dimensions
[debug] classification report: {"recall":0.7216117216117216,"precision":0.7216117216117216,"f1Score":0.7216117216117216}
[debug] classifier validated: recall(important)=0.72161172161172, precision(important)=0.72161172161172 f1(important)=0.72161172161172
Test 2
[debug] found 12 incoming mailbox(es)
[debug] found 1 outgoing mailbox(es)
[debug] found 4000 messages of which 1059 are important
[debug] data set split into 3000 (i: 500) training and 1000 (i: 559) validation sets with 1004 dimensions
[debug] classification report: {"recall":0.76207513416815742,"precision":0.60597439544807963,"f1Score":0.67511885895404111}
[debug] classifier validated: recall(important)=0.76207513416816, precision(important)=0.60597439544808 f1(important)=0.67511885895404
Test 3 with shorter word count vector = 50
[debug] found 12 incoming mailbox(es)
[debug] found 1 outgoing mailbox(es)
[debug] found 4000 messages of which 1059 are important
[debug] data set split into 3000 (i: 500) training and 1000 (i: 559) validation sets with 54 dimensions
[debug] classification report: {"recall":0.77996422182468694,"precision":0.58681022880215339,"f1Score":0.66973886328725041}
[debug] classifier validated: recall(important)=0.77996422182469, precision(important)=0.58681022880215 f1(important)=0.66973886328725
Test 4 with wcv = 10
[debug] found 12 incoming mailbox(es)
[debug] found 1 outgoing mailbox(es)
[debug] found 4000 messages of which 1059 are important
[debug] data set split into 3000 (i: 500) training and 1000 (i: 559) validation sets with 14 dimensions
[debug] classification report: {"recall":0.6636851520572451,"precision":0.6081967213114754,"f1Score":0.6347305389221557}
[debug] classifier validated: recall(important)=0.66368515205725, precision(important)=0.60819672131148 f1(important)=0.63473053892216
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