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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165338  48.543%  (99.151% of non-spam corpus)
# Correctly spam:     130271  38.247%  (74.933% of spam corpus)
# False positives:      1415  0.415%  (0.849% of nonspam,  91664 weighted)
# False negatives:     43578  12.794%  (25.067% of spam, 101079 weighted)
# Average score for spam:  12.3    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              340602  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20799  99.03%
# Correctly spam:      16453  75.30%
# False positives:       203  0.97%
# False negatives:      5398  24.70%
# TCR(l=50): 1.405390  SpamRecall: 75.296%  SpamPrec: 98.781%

##### 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: 166092  99.60%
# Correctly spam:      98349  56.57%
# False positives:       661  0.40%
# False negatives:     75500  43.43%
# TCR(l=50): 1.601557  SpamRecall: 56.572%  SpamPrec: 99.332%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20905  99.54%
# Correctly spam:      12493  57.17%
# False positives:        97  0.46%
# False negatives:      9358  42.83%
# TCR(l=50): 1.537936  SpamRecall: 57.174%  SpamPrec: 99.230%