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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148281  42.532%  (96.805% of non-spam corpus)
# Correctly spam:     147081  42.188%  (75.250% of spam corpus)
# False positives:      4894  1.404%  (3.195% of nonspam, 188385 weighted)
# False negatives:     48375  13.876%  (24.750% of spam, 124053 weighted)
# Average score for spam:  13.6    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              348631  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18717  97.13%
# Correctly spam:      18435  75.38%
# False positives:       553  2.87%
# False negatives:      6021  24.62%
# TCR(l=50): 0.726322  SpamRecall: 75.380%  SpamPrec: 97.088%

##### 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: 148515  96.96%
# Correctly spam:      84933  43.45%
# False positives:      4660  3.04%
# False negatives:    110523  56.55%
# TCR(l=50): 0.568975  SpamRecall: 43.454%  SpamPrec: 94.799%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18752  97.31%
# Correctly spam:      10601  43.35%
# False positives:       518  2.69%
# False negatives:     13855  56.65%
# TCR(l=50): 0.615168  SpamRecall: 43.347%  SpamPrec: 95.341%