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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 401186  85.184%  (99.448% of non-spam corpus)
# Correctly spam:      27276  5.792%  (40.378% of spam corpus)
# False positives:      2227  0.473%  (0.552% of nonspam,  23815 weighted)
# False negatives:     40276  8.552%  (59.622% of spam,  45787 weighted)
# Average score for spam:  6.4    nonspam: -0.9
# Average for false-pos:   6.4  false-neg: 1.1
# TOTAL:              470965  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50093  99.52%
# Correctly spam:       3445  40.43%
# False positives:       243  0.48%
# False negatives:      5076  59.57%
# TCR(l=50): 0.494659  SpamRecall: 40.430%  SpamPrec: 93.411%

##### 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: 402119  99.68%
# Correctly spam:      15130  22.40%
# False positives:      1294  0.32%
# False negatives:     52422  77.60%
# TCR(l=50): 0.576766  SpamRecall: 22.398%  SpamPrec: 92.121%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50167  99.66%
# Correctly spam:       1950  22.88%
# False positives:       169  0.34%
# False negatives:      6571  77.12%
# TCR(l=50): 0.567272  SpamRecall: 22.885%  SpamPrec: 92.025%
