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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 344965  37.626%  (99.879% of non-spam corpus)
# Correctly spam:     518059  56.506%  (90.658% of spam corpus)
# False positives:       419  0.046%  (0.121% of nonspam,  44607 weighted)
# False negatives:     53385  5.823%  (9.342% of spam, 102340 weighted)
# Average score for spam:  16.4    nonspam: -2.1
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              916828  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42979  99.81%
# Correctly spam:      64623  90.61%
# False positives:        81  0.19%
# False negatives:      6695  9.39%
# TCR(l=50): 6.637320  SpamRecall: 90.612%  SpamPrec: 99.875%

##### 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: 343534  99.46%
# Correctly spam:     347600  60.83%
# False positives:      1850  0.54%
# False negatives:    223844  39.17%
# TCR(l=50): 1.806401  SpamRecall: 60.828%  SpamPrec: 99.471%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42838  99.48%
# Correctly spam:      43348  60.78%
# False positives:       222  0.52%
# False negatives:     27970  39.22%
# TCR(l=50): 1.825390  SpamRecall: 60.781%  SpamPrec: 99.490%