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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116077  15.193%  (93.006% of non-spam corpus)
# Correctly spam:     516724  67.632%  (80.837% of spam corpus)
# False positives:      8729  1.142%  (6.994% of nonspam, 1390862 weighted)
# False negatives:    122497  16.033%  (19.163% of spam, 267166 weighted)
# Average score for spam:  8.0    nonspam: 1.3
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              764027  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14542  92.83%
# Correctly spam:      64599  80.96%
# False positives:      1123  7.17%
# False negatives:     15188  19.04%
# TCR(l=50): 1.118436  SpamRecall: 80.964%  SpamPrec: 98.291%

##### 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: 117216  93.92%
# Correctly spam:      68134  10.66%
# False positives:      7590  6.08%
# False negatives:    571087  89.34%
# TCR(l=50): 0.672449  SpamRecall: 10.659%  SpamPrec: 89.977%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14663  93.60%
# Correctly spam:       8562  10.73%
# False positives:      1002  6.40%
# False negatives:     71225  89.27%
# TCR(l=50): 0.657630  SpamRecall: 10.731%  SpamPrec: 89.523%