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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156206  25.697%  (98.083% of non-spam corpus)
# Correctly spam:     406849  66.930%  (90.691% of spam corpus)
# False positives:      3053  0.502%  (1.917% of nonspam, 274288 weighted)
# False negatives:     41762  6.870%  (9.309% of spam, 126535 weighted)
# Average score for spam:  10.2    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              607870  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19633  97.90%
# Correctly spam:      50718  90.67%
# False positives:       421  2.10%
# False negatives:      5217  9.33%
# TCR(l=50): 2.129478  SpamRecall: 90.673%  SpamPrec: 99.177%

##### 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: 156654  98.36%
# Correctly spam:     194496  43.36%
# False positives:      2605  1.64%
# False negatives:    254115  56.64%
# TCR(l=50): 1.167148  SpamRecall: 43.355%  SpamPrec: 98.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19738  98.42%
# Correctly spam:      24414  43.65%
# False positives:       316  1.58%
# False negatives:     31521  56.35%
# TCR(l=50): 1.182033  SpamRecall: 43.647%  SpamPrec: 98.722%