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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184890  25.571%  (96.230% of non-spam corpus)
# Correctly spam:     497875  68.858%  (93.777% of spam corpus)
# False positives:      7243  1.002%  (3.770% of nonspam, 629404 weighted)
# False negatives:     33039  4.569%  (6.223% of spam, 102011 weighted)
# Average score for spam:  10.5    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              723047  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23098  95.82%
# Correctly spam:      62604  94.41%
# False positives:      1007  4.18%
# False negatives:      3706  5.59%
# TCR(l=50): 1.226691  SpamRecall: 94.411%  SpamPrec: 98.417%

##### 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: 185782  96.69%
# Correctly spam:     108851  20.50%
# False positives:      6351  3.31%
# False negatives:    422063  79.50%
# TCR(l=50): 0.717827  SpamRecall: 20.503%  SpamPrec: 94.487%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23340  96.83%
# Correctly spam:      13657  20.60%
# False positives:       765  3.17%
# False negatives:     52653  79.40%
# TCR(l=50): 0.729459  SpamRecall: 20.596%  SpamPrec: 94.696%