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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 201007  26.824%  (97.023% of non-spam corpus)
# Correctly spam:     120647  16.100%  (22.253% of spam corpus)
# False positives:      6167  0.823%  (2.977% of nonspam, 482617 weighted)
# False negatives:    421525  56.252%  (77.747% of spam, 952140 weighted)
# Average score for spam:  3.9    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              749346  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25057  96.60%
# Correctly spam:      15111  22.31%
# False positives:       883  3.40%
# False negatives:     52607  77.69%
# TCR(l=50): 0.699877  SpamRecall: 22.315%  SpamPrec: 94.479%

##### 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: 201196  97.11%
# Correctly spam:      88683  16.36%
# False positives:      5978  2.89%
# False negatives:    453489  83.64%
# TCR(l=50): 0.720601  SpamRecall: 16.357%  SpamPrec: 93.685%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25115  96.82%
# Correctly spam:      11059  16.33%
# False positives:       825  3.18%
# False negatives:     56659  83.67%
# TCR(l=50): 0.691642  SpamRecall: 16.331%  SpamPrec: 93.058%