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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 282220  54.927%  (99.584% of non-spam corpus)
# Correctly spam:     162830  31.691%  (70.671% of spam corpus)
# False positives:      1180  0.230%  (0.416% of nonspam,  32817 weighted)
# False negatives:     67577  13.152%  (29.329% of spam,  94317 weighted)
# Average score for spam:  9.4    nonspam: 0.5
# Average for false-pos:   6.8  false-neg: 1.4
# TOTAL:              513807  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35290  99.56%
# Correctly spam:      20238  70.14%
# False positives:       156  0.44%
# False negatives:      8616  29.86%
# TCR(l=50): 1.757675  SpamRecall: 70.139%  SpamPrec: 99.235%

##### 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: 274017  96.69%
# Correctly spam:     139501  60.55%
# False positives:      9383  3.31%
# False negatives:     90906  39.45%
# TCR(l=50): 0.411400  SpamRecall: 60.545%  SpamPrec: 93.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34255  96.64%
# Correctly spam:      17462  60.52%
# False positives:      1191  3.36%
# False negatives:     11392  39.48%
# TCR(l=50): 0.406727  SpamRecall: 60.518%  SpamPrec: 93.615%