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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155126  45.021%  (97.643% of non-spam corpus)
# Correctly spam:     161279  46.806%  (86.852% of spam corpus)
# False positives:      3745  1.087%  (2.357% of nonspam, 145384 weighted)
# False negatives:     24416  7.086%  (13.148% of spam,  57827 weighted)
# Average score for spam:  13.5    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              344566  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19530  97.59%
# Correctly spam:      20348  87.34%
# False positives:       483  2.41%
# False negatives:      2950  12.66%
# TCR(l=50): 0.859705  SpamRecall: 87.338%  SpamPrec: 97.681%

##### 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: 156966  98.80%
# Correctly spam:     107683  57.99%
# False positives:      1905  1.20%
# False negatives:     78012  42.01%
# TCR(l=50): 1.071758  SpamRecall: 57.989%  SpamPrec: 98.262%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19777  98.82%
# Correctly spam:      13589  58.33%
# False positives:       236  1.18%
# False negatives:      9709  41.67%
# TCR(l=50): 1.083174  SpamRecall: 58.327%  SpamPrec: 98.293%