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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126792  36.051%  (98.872% of non-spam corpus)
# Correctly spam:     190410  54.140%  (85.210% of spam corpus)
# False positives:      1446  0.411%  (1.128% of nonspam, 204757 weighted)
# False negatives:     33049  9.397%  (14.790% of spam,  73278 weighted)
# Average score for spam:  12.6    nonspam: 0.1
# Average for false-pos:   8.1  false-neg: 2.2
# TOTAL:              351697  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15912  98.76%
# Correctly spam:      23838  85.22%
# False positives:       200  1.24%
# False negatives:      4135  14.78%
# TCR(l=50): 1.978988  SpamRecall: 85.218%  SpamPrec: 99.168%

##### 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: 126883  98.94%
# Correctly spam:     138956  62.18%
# False positives:      1355  1.06%
# False negatives:     84503  37.82%
# TCR(l=50): 1.467682  SpamRecall: 62.184%  SpamPrec: 99.034%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15939  98.93%
# Correctly spam:      17445  62.36%
# False positives:       173  1.07%
# False negatives:     10528  37.64%
# TCR(l=50): 1.458598  SpamRecall: 62.364%  SpamPrec: 99.018%