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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125703  47.513%  (98.811% of non-spam corpus)
# Correctly spam:     117146  44.279%  (85.291% of spam corpus)
# False positives:      1512  0.572%  (1.189% of nonspam, 134042 weighted)
# False negatives:     20203  7.636%  (14.709% of spam,  40695 weighted)
# Average score for spam:  12.5    nonspam: -0.0
# Average for false-pos:   8.2  false-neg: 2.0
# TOTAL:              264564  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15745  98.63%
# Correctly spam:      14607  84.90%
# False positives:       218  1.37%
# False negatives:      2598  15.10%
# TCR(l=50): 1.274633  SpamRecall: 84.900%  SpamPrec: 98.530%

##### 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: 125768  98.86%
# Correctly spam:      81448  59.30%
# False positives:      1447  1.14%
# False negatives:     55901  40.70%
# TCR(l=50): 1.070939  SpamRecall: 59.300%  SpamPrec: 98.254%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15759  98.72%
# Correctly spam:      10192  59.24%
# False positives:       204  1.28%
# False negatives:      7013  40.76%
# TCR(l=50): 0.999535  SpamRecall: 59.239%  SpamPrec: 98.038%