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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172906  28.855%  (96.535% of non-spam corpus)
# Correctly spam:     370773  61.876%  (88.256% of spam corpus)
# False positives:      6206  1.036%  (3.465% of nonspam, 454368 weighted)
# False negatives:     49336  8.233%  (11.744% of spam, 138123 weighted)
# Average score for spam:  9.8    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              599221  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21712  96.51%
# Correctly spam:      46185  88.21%
# False positives:       786  3.49%
# False negatives:      6172  11.79%
# TCR(l=50): 1.151412  SpamRecall: 88.212%  SpamPrec: 98.327%

##### 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: 173635  96.94%
# Correctly spam:      68525  16.31%
# False positives:      5477  3.06%
# False negatives:    351584  83.69%
# TCR(l=50): 0.671708  SpamRecall: 16.311%  SpamPrec: 92.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21799  96.89%
# Correctly spam:       8538  16.31%
# False positives:       699  3.11%
# False negatives:     43819  83.69%
# TCR(l=50): 0.664690  SpamRecall: 16.307%  SpamPrec: 92.433%