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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193531  44.678%  (96.384% of non-spam corpus)
# Correctly spam:     126600  29.227%  (54.480% of spam corpus)
# False positives:      7260  1.676%  (3.616% of nonspam, 261641 weighted)
# False negatives:    105777  24.419%  (45.520% of spam, 258251 weighted)
# Average score for spam:  9.0    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              433168  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24177  96.27%
# Correctly spam:      15907  54.66%
# False positives:       936  3.73%
# False negatives:     13197  45.34%
# TCR(l=50): 0.485091  SpamRecall: 54.656%  SpamPrec: 94.443%

##### 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: 194883  97.06%
# Correctly spam:      51441  22.14%
# False positives:      5908  2.94%
# False negatives:    180936  77.86%
# TCR(l=50): 0.487843  SpamRecall: 22.137%  SpamPrec: 89.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24380  97.08%
# Correctly spam:       6482  22.27%
# False positives:       733  2.92%
# False negatives:     22622  77.73%
# TCR(l=50): 0.491024  SpamRecall: 22.272%  SpamPrec: 89.841%