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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129292  17.384%  (99.484% of non-spam corpus)
# Correctly spam:     474787  63.838%  (77.355% of spam corpus)
# False positives:       670  0.090%  (0.516% of nonspam, 190836 weighted)
# False negatives:    138988  18.688%  (22.645% of spam, 209193 weighted)
# Average score for spam:  8.3    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              743737  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16236  99.58%
# Correctly spam:      59403  77.48%
# False positives:        69  0.42%
# False negatives:     17263  22.52%
# TCR(l=50): 3.701347  SpamRecall: 77.483%  SpamPrec: 99.884%

##### 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: 129617  99.73%
# Correctly spam:     136580  22.25%
# False positives:       345  0.27%
# False negatives:    477195  77.75%
# TCR(l=50): 1.241341  SpamRecall: 22.252%  SpamPrec: 99.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16273  99.80%
# Correctly spam:      17135  22.35%
# False positives:        32  0.20%
# False negatives:     59531  77.65%
# TCR(l=50): 1.254126  SpamRecall: 22.350%  SpamPrec: 99.814%