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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162663  7.878%  (99.336% of non-spam corpus)
# Correctly spam:     1197614  58.000%  (62.996% of spam corpus)
# False positives:      1087  0.053%  (0.664% of nonspam, 807120 weighted)
# False negatives:    703470  34.069%  (37.004% of spam, 2267285 weighted)
# Average score for spam:  9.1    nonspam: -1.0
# Average for false-pos:   6.4  false-neg: 3.2
# TOTAL:              2064834  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20516  99.40%
# Correctly spam:     149964  63.13%
# False positives:       123  0.60%
# False negatives:     87585  36.87%
# TCR(l=50): 2.534261  SpamRecall: 63.130%  SpamPrec: 99.918%

##### 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: 163270  99.71%
# Correctly spam:     526632  27.70%
# False positives:       480  0.29%
# False negatives:    1374452  72.30%
# TCR(l=50): 1.359420  SpamRecall: 27.702%  SpamPrec: 99.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20574  99.69%
# Correctly spam:      65841  27.72%
# False positives:        65  0.31%
# False negatives:    171708  72.28%
# TCR(l=50): 1.357749  SpamRecall: 27.717%  SpamPrec: 99.901%