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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 363888  51.072%  (99.731% of non-spam corpus)
# Correctly spam:     268359  37.664%  (77.196% of spam corpus)
# False positives:       982  0.138%  (0.269% of nonspam,  28533 weighted)
# False negatives:     79276  11.126%  (22.804% of spam, 125022 weighted)
# Average score for spam:  10.7    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              712505  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45411  99.84%
# Correctly spam:      33068  76.29%
# False positives:        73  0.16%
# False negatives:     10277  23.71%
# TCR(l=50): 3.112300  SpamRecall: 76.290%  SpamPrec: 99.780%

##### 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: 357595  98.01%
# Correctly spam:     225826  64.96%
# False positives:      7275  1.99%
# False negatives:    121809  35.04%
# TCR(l=50): 0.715948  SpamRecall: 64.961%  SpamPrec: 96.879%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44566  97.98%
# Correctly spam:      28215  65.09%
# False positives:       918  2.02%
# False negatives:     15130  34.91%
# TCR(l=50): 0.710224  SpamRecall: 65.094%  SpamPrec: 96.849%