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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 712988  52.789%  (99.578% of non-spam corpus)
# Correctly spam:     473225  35.037%  (74.568% of spam corpus)
# False positives:      3018  0.223%  (0.422% of nonspam,  79471 weighted)
# False negatives:    161394  11.950%  (25.432% of spam, 391242 weighted)
# Average score for spam:  10.5    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1350625  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88840  99.45%
# Correctly spam:      59157  74.69%
# False positives:       487  0.55%
# False negatives:     20050  25.31%
# TCR(l=50): 1.783941  SpamRecall: 74.687%  SpamPrec: 99.183%

##### 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: 700794  97.88%
# Correctly spam:     228805  36.05%
# False positives:     15212  2.12%
# False negatives:    405814  63.95%
# TCR(l=50): 0.544077  SpamRecall: 36.054%  SpamPrec: 93.766%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87387  97.83%
# Correctly spam:      28762  36.31%
# False positives:      1940  2.17%
# False negatives:     50445  63.69%
# TCR(l=50): 0.537197  SpamRecall: 36.312%  SpamPrec: 93.681%