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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195739  28.627%  (95.822% of non-spam corpus)
# Correctly spam:     438755  64.168%  (91.505% of spam corpus)
# False positives:      8534  1.248%  (4.178% of nonspam, 625903 weighted)
# False negatives:     40733  5.957%  (8.495% of spam, 118294 weighted)
# Average score for spam:  10.5    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.9
# TOTAL:              683761  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24410  95.51%
# Correctly spam:      54871  91.69%
# False positives:      1147  4.49%
# False negatives:      4976  8.31%
# TCR(l=50): 0.960225  SpamRecall: 91.685%  SpamPrec: 97.952%

##### 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: 196530  96.21%
# Correctly spam:     224707  46.86%
# False positives:      7743  3.79%
# False negatives:    254781  53.14%
# TCR(l=50): 0.746946  SpamRecall: 46.864%  SpamPrec: 96.669%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24530  95.98%
# Correctly spam:      28060  46.89%
# False positives:      1027  4.02%
# False negatives:     31787  53.11%
# TCR(l=50): 0.719860  SpamRecall: 46.886%  SpamPrec: 96.469%