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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166195  39.538%  (95.989% of non-spam corpus)
# Correctly spam:     134414  31.977%  (54.375% of spam corpus)
# False positives:      6945  1.652%  (4.011% of nonspam, 311729 weighted)
# False negatives:    112786  26.832%  (45.625% of spam, 272660 weighted)
# Average score for spam:  9.0    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              420340  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20925  96.16%
# Correctly spam:      16805  54.47%
# False positives:       836  3.84%
# False negatives:     14048  45.53%
# TCR(l=50): 0.552446  SpamRecall: 54.468%  SpamPrec: 95.261%

##### 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: 167229  96.59%
# Correctly spam:      63694  25.77%
# False positives:      5911  3.41%
# False negatives:    183506  74.23%
# TCR(l=50): 0.516015  SpamRecall: 25.766%  SpamPrec: 91.508%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21059  96.77%
# Correctly spam:       7938  25.73%
# False positives:       702  3.23%
# False negatives:     22915  74.27%
# TCR(l=50): 0.531811  SpamRecall: 25.728%  SpamPrec: 91.875%