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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152995  43.613%  (97.598% of non-spam corpus)
# Correctly spam:     139034  39.633%  (71.652% of spam corpus)
# False positives:      3765  1.073%  (2.402% of nonspam, 137628 weighted)
# False negatives:     55008  15.681%  (28.349% of spam, 137465 weighted)
# Average score for spam:  11.3    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              350802  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19266  97.69%
# Correctly spam:      17460  71.83%
# False positives:       456  2.31%
# False negatives:      6846  28.17%
# TCR(l=50): 0.819875  SpamRecall: 71.834%  SpamPrec: 97.455%

##### 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: 153052  97.63%
# Correctly spam:      55523  28.61%
# False positives:      3708  2.37%
# False negatives:    138519  71.39%
# TCR(l=50): 0.599045  SpamRecall: 28.614%  SpamPrec: 93.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19267  97.69%
# Correctly spam:       6884  28.32%
# False positives:       455  2.31%
# False negatives:     17422  71.68%
# TCR(l=50): 0.605048  SpamRecall: 28.322%  SpamPrec: 93.800%