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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151353  45.771%  (99.662% of non-spam corpus)
# Correctly spam:     107675  32.562%  (60.218% of spam corpus)
# False positives:       514  0.155%  (0.338% of nonspam,  36225 weighted)
# False negatives:     71133  21.511%  (39.782% of spam, 144180 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              330675  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19037  99.65%
# Correctly spam:      13449  59.89%
# False positives:        67  0.35%
# False negatives:      9007  40.11%
# TCR(l=50): 1.817270  SpamRecall: 59.890%  SpamPrec: 99.504%

##### 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: 151625  99.84%
# Correctly spam:      69714  38.99%
# False positives:       242  0.16%
# False negatives:    109094  61.01%
# TCR(l=50): 1.475387  SpamRecall: 38.988%  SpamPrec: 99.654%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19073  99.84%
# Correctly spam:       8704  38.76%
# False positives:        31  0.16%
# False negatives:     13752  61.24%
# TCR(l=50): 1.467521  SpamRecall: 38.760%  SpamPrec: 99.645%