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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 300650  43.535%  (99.235% of non-spam corpus)
# Correctly spam:     194044  28.098%  (50.060% of spam corpus)
# False positives:      2318  0.336%  (0.765% of nonspam,  88773 weighted)
# False negatives:    193580  28.031%  (49.940% of spam, 460892 weighted)
# Average score for spam:  5.7    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              690592  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37487  99.12%
# Correctly spam:      24207  50.12%
# False positives:       334  0.88%
# False negatives:     24093  49.88%
# TCR(l=50): 1.184027  SpamRecall: 50.118%  SpamPrec: 98.639%

##### 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: 295970  97.69%
# Correctly spam:     109182  28.17%
# False positives:      6998  2.31%
# False negatives:    278442  71.83%
# TCR(l=50): 0.616900  SpamRecall: 28.167%  SpamPrec: 93.977%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36971  97.75%
# Correctly spam:      13737  28.44%
# False positives:       850  2.25%
# False negatives:     34563  71.56%
# TCR(l=50): 0.626760  SpamRecall: 28.441%  SpamPrec: 94.173%
