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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194623  28.746%  (99.202% of non-spam corpus)
# Correctly spam:     277188  40.941%  (57.645% of spam corpus)
# False positives:      1566  0.231%  (0.798% of nonspam, 245977 weighted)
# False negatives:    203668  30.082%  (42.355% of spam, 769877 weighted)
# Average score for spam:  8.1    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 3.8
# TOTAL:              677045  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24340  99.23%
# Correctly spam:      34635  57.71%
# False positives:       189  0.77%
# False negatives:     25381  42.29%
# TCR(l=50): 1.723063  SpamRecall: 57.710%  SpamPrec: 99.457%

##### 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: 195654  99.73%
# Correctly spam:      82301  17.12%
# False positives:       535  0.27%
# False negatives:    398555  82.88%
# TCR(l=50): 1.130615  SpamRecall: 17.116%  SpamPrec: 99.354%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24466  99.74%
# Correctly spam:      10185  16.97%
# False positives:        63  0.26%
# False negatives:     49831  83.03%
# TCR(l=50): 1.132783  SpamRecall: 16.970%  SpamPrec: 99.385%