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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177101  46.744%  (97.701% of non-spam corpus)
# Correctly spam:     138167  36.468%  (69.920% of spam corpus)
# False positives:      4167  1.100%  (2.299% of nonspam, 141210 weighted)
# False negatives:     59440  15.689%  (30.080% of spam, 138888 weighted)
# Average score for spam:  8.5    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              378875  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22248  97.73%
# Correctly spam:      17220  69.73%
# False positives:       516  2.27%
# False negatives:      7475  30.27%
# TCR(l=50): 0.742149  SpamRecall: 69.731%  SpamPrec: 97.091%

##### 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: 178223  98.32%
# Correctly spam:      59840  30.28%
# False positives:      3045  1.68%
# False negatives:    137767  69.72%
# TCR(l=50): 0.681364  SpamRecall: 30.282%  SpamPrec: 95.158%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22403  98.41%
# Correctly spam:       7445  30.15%
# False positives:       361  1.59%
# False negatives:     17250  69.85%
# TCR(l=50): 0.699575  SpamRecall: 30.148%  SpamPrec: 95.375%