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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353064  56.205%  (99.629% of non-spam corpus)
# Correctly spam:     161476  25.706%  (58.978% of spam corpus)
# False positives:      1313  0.209%  (0.371% of nonspam,  63612 weighted)
# False negatives:    112316  17.880%  (41.022% of spam, 169798 weighted)
# Average score for spam:  8.6    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              628169  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43982  99.58%
# Correctly spam:      20084  58.69%
# False positives:       185  0.42%
# False negatives:     14138  41.31%
# TCR(l=50): 1.463229  SpamRecall: 58.687%  SpamPrec: 99.087%

##### 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: 353334  99.71%
# Correctly spam:      93618  34.19%
# False positives:      1043  0.29%
# False negatives:    180174  65.81%
# TCR(l=50): 1.178492  SpamRecall: 34.193%  SpamPrec: 98.898%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44004  99.63%
# Correctly spam:      11717  34.24%
# False positives:       163  0.37%
# False negatives:     22505  65.76%
# TCR(l=50): 1.116359  SpamRecall: 34.238%  SpamPrec: 98.628%