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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 907529  42.942%  (99.581% of non-spam corpus)
# Correctly spam:     350835  16.601%  (29.186% of spam corpus)
# False positives:      3815  0.181%  (0.419% of nonspam, 142123 weighted)
# False negatives:    851219  40.277%  (70.814% of spam, 1830477 weighted)
# Average score for spam:  4.1    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.2
# TOTAL:              2113398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113253  99.58%
# Correctly spam:      43958  29.27%
# False positives:       483  0.42%
# False negatives:    106199  70.73%
# TCR(l=50): 1.151961  SpamRecall: 29.275%  SpamPrec: 98.913%

##### 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: 898918  98.64%
# Correctly spam:     255629  21.27%
# False positives:     12426  1.36%
# False negatives:    946425  78.73%
# TCR(l=50): 0.766751  SpamRecall: 21.266%  SpamPrec: 95.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112186  98.64%
# Correctly spam:      32098  21.38%
# False positives:      1550  1.36%
# False negatives:    118059  78.62%
# TCR(l=50): 0.767835  SpamRecall: 21.376%  SpamPrec: 95.393%