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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140918  40.885%  (99.631% of non-spam corpus)
# Correctly spam:     109101  31.654%  (53.683% of spam corpus)
# False positives:       522  0.151%  (0.369% of nonspam,  52400 weighted)
# False negatives:     94130  27.310%  (46.317% of spam, 313947 weighted)
# Average score for spam:  6.7    nonspam: -0.6
# Average for false-pos:   7.0  false-neg: 3.3
# TOTAL:              344671  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17669  99.63%
# Correctly spam:      13728  54.00%
# False positives:        66  0.37%
# False negatives:     11695  46.00%
# TCR(l=50): 1.695432  SpamRecall: 53.998%  SpamPrec: 99.522%

##### 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: 141052  99.73%
# Correctly spam:      45240  22.26%
# False positives:       388  0.27%
# False negatives:    157991  77.74%
# TCR(l=50): 1.145667  SpamRecall: 22.260%  SpamPrec: 99.150%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17684  99.71%
# Correctly spam:       5694  22.40%
# False positives:        51  0.29%
# False negatives:     19729  77.60%
# TCR(l=50): 1.141119  SpamRecall: 22.397%  SpamPrec: 99.112%