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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179120  30.253%  (99.647% of non-spam corpus)
# Correctly spam:     409024  69.082%  (99.199% of spam corpus)
# False positives:       634  0.107%  (0.353% of nonspam,  89180 weighted)
# False negatives:      3303  0.558%  (0.801% of spam,  10905 weighted)
# Average score for spam:  22.1    nonspam: -1.0
# Average for false-pos:   6.1  false-neg: 3.3
# TOTAL:              592081  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22497  99.68%
# Correctly spam:      50964  99.16%
# False positives:        73  0.32%
# False negatives:       434  0.84%
# TCR(l=50): 12.585211  SpamRecall: 99.156%  SpamPrec: 99.857%

##### 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: 179523  99.87%
# Correctly spam:     392289  95.14%
# False positives:       231  0.13%
# False negatives:     20038  4.86%
# TCR(l=50): 13.053280  SpamRecall: 95.140%  SpamPrec: 99.941%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.95%
# Correctly spam:      48930  95.20%
# False positives:        12  0.05%
# False negatives:      2468  4.80%
# TCR(l=50): 16.752934  SpamRecall: 95.198%  SpamPrec: 99.975%