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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154388  47.144%  (99.438% of non-spam corpus)
# Correctly spam:     103065  31.472%  (59.844% of spam corpus)
# False positives:       873  0.267%  (0.562% of nonspam,  65543 weighted)
# False negatives:     69157  21.118%  (40.156% of spam, 198601 weighted)
# Average score for spam:  7.7    nonspam: -0.1
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              327483  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19431  99.45%
# Correctly spam:      13044  60.17%
# False positives:       108  0.55%
# False negatives:      8635  39.83%
# TCR(l=50): 1.544638  SpamRecall: 60.169%  SpamPrec: 99.179%

##### 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: 154838  99.73%
# Correctly spam:      43020  24.98%
# False positives:       423  0.27%
# False negatives:    129202  75.02%
# TCR(l=50): 1.145459  SpamRecall: 24.979%  SpamPrec: 99.026%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19493  99.76%
# Correctly spam:       5498  25.36%
# False positives:        46  0.24%
# False negatives:     16181  74.64%
# TCR(l=50): 1.173043  SpamRecall: 25.361%  SpamPrec: 99.170%