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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167086  15.448%  (93.318% of non-spam corpus)
# Correctly spam:     687142  63.530%  (76.134% of spam corpus)
# False positives:     11964  1.106%  (6.682% of nonspam, 1609140 weighted)
# False negatives:    215405  19.915%  (23.866% of spam, 344822 weighted)
# Average score for spam:  7.6    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1081597  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21037  93.53%
# Correctly spam:      86017  76.35%
# False positives:      1456  6.47%
# False negatives:     26649  23.65%
# TCR(l=50): 1.132902  SpamRecall: 76.347%  SpamPrec: 98.335%

##### 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: 177221  98.98%
# Correctly spam:     191105  21.17%
# False positives:      1829  1.02%
# False negatives:    711442  78.83%
# TCR(l=50): 1.124120  SpamRecall: 21.174%  SpamPrec: 99.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22248  98.91%
# Correctly spam:      23871  21.19%
# False positives:       245  1.09%
# False negatives:     88795  78.81%
# TCR(l=50): 1.115008  SpamRecall: 21.187%  SpamPrec: 98.984%
