##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172939  12.956%  (99.119% of non-spam corpus)
# Correctly spam:     1095698  82.086%  (94.429% of spam corpus)
# False positives:      1537  0.115%  (0.881% of nonspam, 712435 weighted)
# False negatives:     64645  4.843%  (5.571% of spam, 116681 weighted)
# Average score for spam:  16.9    nonspam: -0.6
# Average for false-pos:   7.0  false-neg: 1.8
# TOTAL:              1334819  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21712  99.06%
# Correctly spam:     136815  94.47%
# False positives:       205  0.94%
# False negatives:      8012  5.53%
# TCR(l=50): 7.930511  SpamRecall: 94.468%  SpamPrec: 99.850%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172005  98.58%
# Correctly spam:     700748  60.39%
# False positives:      2471  1.42%
# False negatives:    459595  39.61%
# TCR(l=50): 1.989802  SpamRecall: 60.391%  SpamPrec: 99.649%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21635  98.71%
# Correctly spam:      87412  60.36%
# False positives:       282  1.29%
# False negatives:     57415  39.64%
# TCR(l=50): 2.025128  SpamRecall: 60.356%  SpamPrec: 99.678%