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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173253  37.864%  (99.523% of non-spam corpus)
# Correctly spam:     235552  51.479%  (83.091% of spam corpus)
# False positives:       831  0.182%  (0.477% of nonspam,  83481 weighted)
# False negatives:     47936  10.476%  (16.909% of spam, 108048 weighted)
# Average score for spam:  12.1    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              457572  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21782  99.55%
# Correctly spam:      29477  83.15%
# False positives:        98  0.45%
# False negatives:      5975  16.85%
# TCR(l=50): 3.259954  SpamRecall: 83.146%  SpamPrec: 99.669%

##### 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: 173660  99.76%
# Correctly spam:     136642  48.20%
# False positives:       424  0.24%
# False negatives:    146846  51.80%
# TCR(l=50): 1.686967  SpamRecall: 48.200%  SpamPrec: 99.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21832  99.78%
# Correctly spam:      16939  47.78%
# False positives:        48  0.22%
# False negatives:     18513  52.22%
# TCR(l=50): 1.695214  SpamRecall: 47.780%  SpamPrec: 99.717%