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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 289199  57.496%  (95.857% of non-spam corpus)
# Correctly spam:      68963  13.711%  (34.260% of spam corpus)
# False positives:     12500  2.485%  (4.143% of nonspam, 249438 weighted)
# False negatives:    132332  26.309%  (65.740% of spam, 270000 weighted)
# Average score for spam:  4.4    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              502994  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36057  95.76%
# Correctly spam:       8601  34.17%
# False positives:      1598  4.24%
# False negatives:     16572  65.83%
# TCR(l=50): 0.260936  SpamRecall: 34.168%  SpamPrec: 84.332%

##### 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: 289683  96.02%
# Correctly spam:      42256  20.99%
# False positives:     12016  3.98%
# False negatives:    159039  79.01%
# TCR(l=50): 0.264918  SpamRecall: 20.992%  SpamPrec: 77.860%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36195  96.12%
# Correctly spam:       5298  21.05%
# False positives:      1460  3.88%
# False negatives:     19875  78.95%
# TCR(l=50): 0.271042  SpamRecall: 21.046%  SpamPrec: 78.396%