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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134069  38.186%  (99.748% of non-spam corpus)
# Correctly spam:     188350  53.647%  (86.924% of spam corpus)
# False positives:       339  0.097%  (0.252% of nonspam,  35071 weighted)
# False negatives:     28333  8.070%  (13.076% of spam,  86507 weighted)
# Average score for spam:  9.4    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              351091  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16803  99.79%
# Correctly spam:      23680  87.20%
# False positives:        35  0.21%
# False negatives:      3477  12.80%
# TCR(l=50): 5.195523  SpamRecall: 87.197%  SpamPrec: 99.852%

##### 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: 133977  99.68%
# Correctly spam:      79000  36.46%
# False positives:       431  0.32%
# False negatives:    137683  63.54%
# TCR(l=50): 1.360792  SpamRecall: 36.459%  SpamPrec: 99.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16791  99.72%
# Correctly spam:       9978  36.74%
# False positives:        47  0.28%
# False negatives:     17179  63.26%
# TCR(l=50): 1.390599  SpamRecall: 36.742%  SpamPrec: 99.531%