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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 224009  33.933%  (98.840% of non-spam corpus)
# Correctly spam:     301817  45.720%  (69.622% of spam corpus)
# False positives:      2628  0.398%  (1.160% of nonspam, 155340 weighted)
# False negatives:    131693  19.949%  (30.378% of spam, 341134 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              660147  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28065  98.90%
# Correctly spam:      37486  69.39%
# False positives:       312  1.10%
# False negatives:     16539  30.61%
# TCR(l=50): 1.680979  SpamRecall: 69.386%  SpamPrec: 99.175%

##### 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: 219214  96.72%
# Correctly spam:     163865  37.80%
# False positives:      7423  3.28%
# False negatives:    269645  62.20%
# TCR(l=50): 0.676519  SpamRecall: 37.800%  SpamPrec: 95.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27395  96.54%
# Correctly spam:      20520  37.98%
# False positives:       982  3.46%
# False negatives:     33505  62.02%
# TCR(l=50): 0.654016  SpamRecall: 37.982%  SpamPrec: 95.433%