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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130225  46.155%  (99.421% of non-spam corpus)
# Correctly spam:     145627  51.614%  (96.337% of spam corpus)
# False positives:       758  0.269%  (0.579% of nonspam,  59603 weighted)
# False negatives:      5537  1.962%  (3.663% of spam,  14000 weighted)
# Average score for spam:  24.2    nonspam: -1.2
# Average for false-pos:   6.8  false-neg: 2.5
# TOTAL:              282147  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16360  99.46%
# Correctly spam:      18264  96.18%
# False positives:        88  0.54%
# False negatives:       725  3.82%
# TCR(l=50): 3.705171  SpamRecall: 96.182%  SpamPrec: 99.520%

##### 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: 130824  99.88%
# Correctly spam:     139555  92.32%
# False positives:       159  0.12%
# False negatives:     11609  7.68%
# TCR(l=50): 7.728616  SpamRecall: 92.320%  SpamPrec: 99.886%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16428  99.88%
# Correctly spam:      17512  92.22%
# False positives:        20  0.12%
# False negatives:      1477  7.78%
# TCR(l=50): 7.666128  SpamRecall: 92.222%  SpamPrec: 99.886%