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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237947  25.097%  (95.739% of non-spam corpus)
# Correctly spam:     535867  56.519%  (76.599% of spam corpus)
# False positives:     10590  1.117%  (4.261% of nonspam, 870979 weighted)
# False negatives:    163711  17.267%  (23.401% of spam, 423546 weighted)
# Average score for spam:  9.4    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              948115  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29592  95.45%
# Correctly spam:      66894  76.65%
# False positives:      1409  4.55%
# False negatives:     20379  23.35%
# TCR(l=50): 0.960850  SpamRecall: 76.649%  SpamPrec: 97.937%

##### 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: 237715  95.65%
# Correctly spam:     319942  45.73%
# False positives:     10822  4.35%
# False negatives:    379636  54.27%
# TCR(l=50): 0.759803  SpamRecall: 45.734%  SpamPrec: 96.728%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29654  95.65%
# Correctly spam:      39999  45.83%
# False positives:      1347  4.35%
# False negatives:     47274  54.17%
# TCR(l=50): 0.761385  SpamRecall: 45.832%  SpamPrec: 96.742%