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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133771  25.561%  (95.954% of non-spam corpus)
# Correctly spam:     188285  35.978%  (49.042% of spam corpus)
# False positives:      5641  1.078%  (4.046% of nonspam, 472361 weighted)
# False negatives:    195641  37.383%  (50.958% of spam, 485879 weighted)
# Average score for spam:  10.6    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              523338  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16744  95.87%
# Correctly spam:      23346  48.78%
# False positives:       722  4.13%
# False negatives:     24511  51.22%
# TCR(l=50): 0.789576  SpamRecall: 48.783%  SpamPrec: 97.000%

##### 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: 134237  96.29%
# Correctly spam:     140785  36.67%
# False positives:      5175  3.71%
# False negatives:    243141  63.33%
# TCR(l=50): 0.764959  SpamRecall: 36.670%  SpamPrec: 96.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16827  96.34%
# Correctly spam:      17438  36.44%
# False positives:       639  3.66%
# False negatives:     30419  63.56%
# TCR(l=50): 0.767320  SpamRecall: 36.438%  SpamPrec: 96.465%