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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 204659  24.372%  (99.600% of non-spam corpus)
# Correctly spam:     517147  61.586%  (81.538% of spam corpus)
# False positives:       822  0.098%  (0.400% of nonspam,  80930 weighted)
# False negatives:    117092  13.944%  (18.462% of spam, 262477 weighted)
# Average score for spam:  14.6    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              839720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25474  99.05%
# Correctly spam:      64628  81.64%
# False positives:       245  0.95%
# False negatives:     14533  18.36%
# TCR(l=50): 2.955644  SpamRecall: 81.641%  SpamPrec: 99.622%

##### 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: 194793  94.80%
# Correctly spam:     426512  67.25%
# False positives:     10688  5.20%
# False negatives:    207727  32.75%
# TCR(l=50): 0.854623  SpamRecall: 67.248%  SpamPrec: 97.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24388  94.82%
# Correctly spam:      53209  67.22%
# False positives:      1331  5.18%
# False negatives:     25952  32.78%
# TCR(l=50): 0.855776  SpamRecall: 67.216%  SpamPrec: 97.560%