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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 190064  43.718%  (99.561% of non-spam corpus)
# Correctly spam:     217264  49.975%  (89.099% of spam corpus)
# False positives:       838  0.193%  (0.439% of nonspam,  68387 weighted)
# False negatives:     26582  6.114%  (10.901% of spam,  55288 weighted)
# Average score for spam:  18.2    nonspam: -1.2
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              434748  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23858  99.60%
# Correctly spam:      27099  88.88%
# False positives:        96  0.40%
# False negatives:      3389  11.12%
# TCR(l=50): 3.723043  SpamRecall: 88.884%  SpamPrec: 99.647%

##### 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: 190387  99.73%
# Correctly spam:     171544  70.35%
# False positives:       515  0.27%
# False negatives:     72302  29.65%
# TCR(l=50): 2.486905  SpamRecall: 70.349%  SpamPrec: 99.701%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23890  99.73%
# Correctly spam:      21453  70.37%
# False positives:        64  0.27%
# False negatives:      9035  29.63%
# TCR(l=50): 2.491868  SpamRecall: 70.365%  SpamPrec: 99.703%