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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174933  15.663%  (99.391% of non-spam corpus)
# Correctly spam:     649840  58.186%  (69.072% of spam corpus)
# False positives:      1071  0.096%  (0.609% of nonspam, 360225 weighted)
# False negatives:    290981  26.054%  (30.928% of spam, 1103065 weighted)
# Average score for spam:  8.9    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 3.8
# TOTAL:              1116825  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22017  99.50%
# Correctly spam:      81129  69.07%
# False positives:       110  0.50%
# False negatives:     36336  30.93%
# TCR(l=50): 2.807749  SpamRecall: 69.067%  SpamPrec: 99.865%

##### 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: 175475  99.70%
# Correctly spam:     321144  34.13%
# False positives:       529  0.30%
# False negatives:    619677  65.87%
# TCR(l=50): 1.456093  SpamRecall: 34.134%  SpamPrec: 99.836%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22073  99.76%
# Correctly spam:      40196  34.22%
# False positives:        54  0.24%
# False negatives:     77269  65.78%
# TCR(l=50): 1.468882  SpamRecall: 34.220%  SpamPrec: 99.866%