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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200976  35.799%  (97.288% of non-spam corpus)
# Correctly spam:     296604  52.832%  (83.591% of spam corpus)
# False positives:      5602  0.998%  (2.712% of nonspam, 905837 weighted)
# False negatives:     58224  10.371%  (16.409% of spam, 138935 weighted)
# Average score for spam:  10.5    nonspam: -0.3
# Average for false-pos:   9.4  false-neg: 2.4
# TOTAL:              561406  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25129  97.18%
# Correctly spam:      37019  83.71%
# False positives:       728  2.82%
# False negatives:      7203  16.29%
# TCR(l=50): 1.014196  SpamRecall: 83.712%  SpamPrec: 98.071%

##### 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: 203210  98.37%
# Correctly spam:     105517  29.74%
# False positives:      3368  1.63%
# False negatives:    249311  70.26%
# TCR(l=50): 0.849458  SpamRecall: 29.738%  SpamPrec: 96.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25444  98.40%
# Correctly spam:      12987  29.37%
# False positives:       413  1.60%
# False negatives:     31235  70.63%
# TCR(l=50): 0.852308  SpamRecall: 29.368%  SpamPrec: 96.918%