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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153720  26.308%  (99.565% of non-spam corpus)
# Correctly spam:     316430  54.155%  (73.604% of spam corpus)
# False positives:       672  0.115%  (0.435% of nonspam, 110109 weighted)
# False negatives:    113477  19.421%  (26.396% of spam, 352883 weighted)
# Average score for spam:  8.7    nonspam: -0.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              584299  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19341  99.58%
# Correctly spam:      39259  73.26%
# False positives:        82  0.42%
# False negatives:     14327  26.74%
# TCR(l=50): 2.908015  SpamRecall: 73.264%  SpamPrec: 99.792%

##### 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: 153749  99.58%
# Correctly spam:     132862  30.90%
# False positives:       643  0.42%
# False negatives:    297045  69.10%
# TCR(l=50): 1.305934  SpamRecall: 30.905%  SpamPrec: 99.518%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19341  99.58%
# Correctly spam:      16435  30.67%
# False positives:        82  0.42%
# False negatives:     37151  69.33%
# TCR(l=50): 1.299023  SpamRecall: 30.670%  SpamPrec: 99.504%