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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165375  33.937%  (96.116% of non-spam corpus)
# Correctly spam:     258216  52.990%  (81.912% of spam corpus)
# False positives:      6683  1.371%  (3.884% of nonspam, 381966 weighted)
# False negatives:     57021  11.702%  (18.088% of spam, 176126 weighted)
# Average score for spam:  8.9    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 3.1
# TOTAL:              487295  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20817  96.10%
# Correctly spam:      32209  81.92%
# False positives:       845  3.90%
# False negatives:      7111  18.08%
# TCR(l=50): 0.796580  SpamRecall: 81.915%  SpamPrec: 97.444%

##### 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: 166213  96.60%
# Correctly spam:      78393  24.87%
# False positives:      5845  3.40%
# False negatives:    236844  75.13%
# TCR(l=50): 0.595805  SpamRecall: 24.868%  SpamPrec: 93.061%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20933  96.63%
# Correctly spam:       9656  24.56%
# False positives:       729  3.37%
# False negatives:     29664  75.44%
# TCR(l=50): 0.594730  SpamRecall: 24.557%  SpamPrec: 92.980%