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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150322  18.565%  (96.005% of non-spam corpus)
# Correctly spam:     327125  40.400%  (50.085% of spam corpus)
# False positives:      6256  0.773%  (3.995% of nonspam, 818177 weighted)
# False negatives:    326017  40.263%  (49.915% of spam, 431855 weighted)
# Average score for spam:  10.0    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 1.3
# TOTAL:              809720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18931  96.12%
# Correctly spam:      40996  50.33%
# False positives:       764  3.88%
# False negatives:     40466  49.67%
# TCR(l=50): 1.035543  SpamRecall: 50.325%  SpamPrec: 98.170%

##### 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: 151046  96.47%
# Correctly spam:     136466  20.89%
# False positives:      5532  3.53%
# False negatives:    516676  79.11%
# TCR(l=50): 0.823348  SpamRecall: 20.894%  SpamPrec: 96.104%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19031  96.63%
# Correctly spam:      17042  20.92%
# False positives:       664  3.37%
# False negatives:     64420  79.08%
# TCR(l=50): 0.834481  SpamRecall: 20.920%  SpamPrec: 96.250%