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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 578425  50.145%  (99.904% of non-spam corpus)
# Correctly spam:     520634  45.135%  (90.619% of spam corpus)
# False positives:       555  0.048%  (0.096% of nonspam,  36077 weighted)
# False negatives:     53897  4.672%  (9.381% of spam, 103023 weighted)
# Average score for spam:  16.6    nonspam: -2.3
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              1153511  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71854  99.45%
# Correctly spam:      64987  90.65%
# False positives:       395  0.55%
# False negatives:      6704  9.35%
# TCR(l=50): 2.710025  SpamRecall: 90.649%  SpamPrec: 99.396%

##### 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: 577096  99.67%
# Correctly spam:     348528  60.66%
# False positives:      1884  0.33%
# False negatives:    226003  39.34%
# TCR(l=50): 1.794271  SpamRecall: 60.663%  SpamPrec: 99.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72020  99.68%
# Correctly spam:      43372  60.50%
# False positives:       229  0.32%
# False negatives:     28319  39.50%
# TCR(l=50): 1.802686  SpamRecall: 60.499%  SpamPrec: 99.475%