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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251743  37.599%  (95.880% of non-spam corpus)
# Correctly spam:     324039  48.397%  (79.619% of spam corpus)
# False positives:     10818  1.616%  (4.120% of nonspam, 482710 weighted)
# False negatives:     82949  12.389%  (20.381% of spam, 206700 weighted)
# Average score for spam:  10.6    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              669549  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31455  95.84%
# Correctly spam:      40629  80.04%
# False positives:      1364  4.16%
# False negatives:     10131  19.96%
# TCR(l=50): 0.648019  SpamRecall: 80.041%  SpamPrec: 96.752%

##### 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: 251182  95.67%
# Correctly spam:     218144  53.60%
# False positives:     11379  4.33%
# False negatives:    188844  46.40%
# TCR(l=50): 0.537069  SpamRecall: 53.600%  SpamPrec: 95.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31371  95.59%
# Correctly spam:      27089  53.37%
# False positives:      1448  4.41%
# False negatives:     23671  46.63%
# TCR(l=50): 0.528359  SpamRecall: 53.367%  SpamPrec: 94.926%