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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180520  36.099%  (95.243% of non-spam corpus)
# Correctly spam:     259678  51.929%  (83.624% of spam corpus)
# False positives:      9017  1.803%  (4.757% of nonspam, 457054 weighted)
# False negatives:     50851  10.169%  (16.376% of spam, 146382 weighted)
# Average score for spam:  7.2    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.9
# TOTAL:              500066  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22669  95.29%
# Correctly spam:      32424  83.70%
# False positives:      1120  4.71%
# False negatives:      6316  16.30%
# TCR(l=50): 0.621670  SpamRecall: 83.696%  SpamPrec: 96.661%

##### 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: 181824  95.93%
# Correctly spam:      84918  27.35%
# False positives:      7713  4.07%
# False negatives:    225611  72.65%
# TCR(l=50): 0.508014  SpamRecall: 27.346%  SpamPrec: 91.673%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22869  96.13%
# Correctly spam:      10785  27.84%
# False positives:       920  3.87%
# False negatives:     27955  72.16%
# TCR(l=50): 0.523832  SpamRecall: 27.839%  SpamPrec: 92.140%