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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 298543  51.565%  (99.494% of non-spam corpus)
# Correctly spam:     133039  22.979%  (47.700% of spam corpus)
# False positives:      1517  0.262%  (0.506% of nonspam,  43473 weighted)
# False negatives:    145871  25.195%  (52.300% of spam, 328947 weighted)
# Average score for spam:  5.3    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              578970  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37205  99.32%
# Correctly spam:      16863  48.33%
# False positives:       254  0.68%
# False negatives:     18031  51.67%
# TCR(l=50): 1.135466  SpamRecall: 48.326%  SpamPrec: 98.516%

##### 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: 293630  97.86%
# Correctly spam:      68946  24.72%
# False positives:      6430  2.14%
# False negatives:    209964  75.28%
# TCR(l=50): 0.524796  SpamRecall: 24.720%  SpamPrec: 91.469%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36628  97.78%
# Correctly spam:       8626  24.72%
# False positives:       831  2.22%
# False negatives:     26268  75.28%
# TCR(l=50): 0.514524  SpamRecall: 24.721%  SpamPrec: 91.213%
