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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192461  46.597%  (96.353% of non-spam corpus)
# Correctly spam:     112022  27.122%  (52.522% of spam corpus)
# False positives:      7285  1.764%  (3.647% of nonspam, 241940 weighted)
# False negatives:    101265  24.517%  (47.478% of spam, 249628 weighted)
# Average score for spam:  10.0    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              413033  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23961  95.96%
# Correctly spam:      14094  52.78%
# False positives:      1010  4.04%
# False negatives:     12607  47.22%
# TCR(l=50): 0.423107  SpamRecall: 52.785%  SpamPrec: 93.313%

##### 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: 193847  97.05%
# Correctly spam:      48899  22.93%
# False positives:      5899  2.95%
# False negatives:    164388  77.07%
# TCR(l=50): 0.464336  SpamRecall: 22.926%  SpamPrec: 89.235%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24166  96.78%
# Correctly spam:       6094  22.82%
# False positives:       805  3.22%
# False negatives:     20607  77.18%
# TCR(l=50): 0.438750  SpamRecall: 22.823%  SpamPrec: 88.332%