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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183910  40.268%  (96.045% of non-spam corpus)
# Correctly spam:     111359  24.383%  (41.986% of spam corpus)
# False positives:      7573  1.658%  (3.955% of nonspam, 311416 weighted)
# False negatives:    153873  33.691%  (58.014% of spam, 471510 weighted)
# Average score for spam:  5.2    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              456715  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23090  96.14%
# Correctly spam:      14194  42.77%
# False positives:       926  3.86%
# False negatives:     18994  57.23%
# TCR(l=50): 0.508286  SpamRecall: 42.768%  SpamPrec: 93.876%

##### 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: 183939  96.06%
# Correctly spam:      91402  34.46%
# False positives:      7544  3.94%
# False negatives:    173830  65.54%
# TCR(l=50): 0.481339  SpamRecall: 34.461%  SpamPrec: 92.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23094  96.16%
# Correctly spam:      11415  34.39%
# False positives:       922  3.84%
# False negatives:     21773  65.61%
# TCR(l=50): 0.488972  SpamRecall: 34.395%  SpamPrec: 92.527%