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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177885  25.511%  (99.645% of non-spam corpus)
# Correctly spam:     219524  31.483%  (42.317% of spam corpus)
# False positives:       634  0.091%  (0.355% of nonspam, 113357 weighted)
# False negatives:    299231  42.914%  (57.683% of spam, 330016 weighted)
# Average score for spam:  5.9    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 1.1
# TOTAL:              697274  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22333  99.59%
# Correctly spam:      27480  42.43%
# False positives:        93  0.41%
# False negatives:     37283  57.57%
# TCR(l=50): 1.544440  SpamRecall: 42.432%  SpamPrec: 99.663%

##### 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: 178198  99.82%
# Correctly spam:     154504  29.78%
# False positives:       321  0.18%
# False negatives:    364251  70.22%
# TCR(l=50): 1.364064  SpamRecall: 29.784%  SpamPrec: 99.793%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22387  99.83%
# Correctly spam:      19352  29.88%
# False positives:        39  0.17%
# False negatives:     45411  70.12%
# TCR(l=50): 1.367433  SpamRecall: 29.881%  SpamPrec: 99.799%