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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 135863  39.432%  (97.611% of non-spam corpus)
# Correctly spam:     149688  43.444%  (72.889% of spam corpus)
# False positives:      3325  0.965%  (2.389% of nonspam, 146801 weighted)
# False negatives:     55677  16.159%  (27.111% of spam, 139536 weighted)
# Average score for spam:  10.0    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              344553  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16997  97.42%
# Correctly spam:      18797  73.13%
# False positives:       450  2.58%
# False negatives:      6908  26.87%
# TCR(l=50): 0.874082  SpamRecall: 73.126%  SpamPrec: 97.662%

##### 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: 135534  97.37%
# Correctly spam:      56405  27.47%
# False positives:      3654  2.63%
# False negatives:    148960  72.53%
# TCR(l=50): 0.619203  SpamRecall: 27.466%  SpamPrec: 93.916%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17011  97.50%
# Correctly spam:       7152  27.82%
# False positives:       436  2.50%
# False negatives:     18553  72.18%
# TCR(l=50): 0.637003  SpamRecall: 27.823%  SpamPrec: 94.254%