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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173583  14.138%  (99.108% of non-spam corpus)
# Correctly spam:     772826  62.944%  (73.417% of spam corpus)
# False positives:      1563  0.127%  (0.892% of nonspam, 595749 weighted)
# False negatives:    279825  22.791%  (26.583% of spam, 901675 weighted)
# Average score for spam:  9.5    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 3.2
# TOTAL:              1227797  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21826  99.15%
# Correctly spam:      96116  73.15%
# False positives:       187  0.85%
# False negatives:     35283  26.85%
# TCR(l=50): 2.943988  SpamRecall: 73.148%  SpamPrec: 99.806%

##### 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: 174412  99.58%
# Correctly spam:     277967  26.41%
# False positives:       734  0.42%
# False negatives:    774684  73.59%
# TCR(l=50): 1.297352  SpamRecall: 26.406%  SpamPrec: 99.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21947  99.70%
# Correctly spam:      34592  26.33%
# False positives:        66  0.30%
# False negatives:     96807  73.67%
# TCR(l=50): 1.312586  SpamRecall: 26.326%  SpamPrec: 99.810%