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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 330991  48.215%  (99.693% of non-spam corpus)
# Correctly spam:     320186  46.641%  (90.327% of spam corpus)
# False positives:      1019  0.148%  (0.307% of nonspam,  75106 weighted)
# False negatives:     34288  4.995%  (9.673% of spam,  64496 weighted)
# Average score for spam:  18.2    nonspam: -0.8
# Average for false-pos:   6.9  false-neg: 1.9
# TOTAL:              686484  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41218  99.63%
# Correctly spam:      39907  90.33%
# False positives:       153  0.37%
# False negatives:      4270  9.67%
# TCR(l=50): 3.706124  SpamRecall: 90.334%  SpamPrec: 99.618%

##### 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: 331090  99.72%
# Correctly spam:     274517  77.44%
# False positives:       920  0.28%
# False negatives:     79957  22.56%
# TCR(l=50): 2.814246  SpamRecall: 77.443%  SpamPrec: 99.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41239  99.68%
# Correctly spam:      34190  77.39%
# False positives:       132  0.32%
# False negatives:      9987  22.61%
# TCR(l=50): 2.663351  SpamRecall: 77.393%  SpamPrec: 99.615%