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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 387794  37.677%  (99.849% of non-spam corpus)
# Correctly spam:     581282  56.476%  (90.701% of spam corpus)
# False positives:       585  0.057%  (0.151% of nonspam,  86916 weighted)
# False negatives:     59594  5.790%  (9.299% of spam, 110347 weighted)
# Average score for spam:  14.8    nonspam: -2.1
# Average for false-pos:   9.0  false-neg: 1.9
# TOTAL:              1029255  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48301  99.78%
# Correctly spam:      72737  90.95%
# False positives:       105  0.22%
# False negatives:      7242  9.05%
# TCR(l=50): 6.402418  SpamRecall: 90.945%  SpamPrec: 99.856%

##### 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: 386477  99.51%
# Correctly spam:     456689  71.26%
# False positives:      1902  0.49%
# False negatives:    184187  28.74%
# TCR(l=50): 2.294686  SpamRecall: 71.260%  SpamPrec: 99.585%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48148  99.47%
# Correctly spam:      57207  71.53%
# False positives:       258  0.53%
# False negatives:     22772  28.47%
# TCR(l=50): 2.242067  SpamRecall: 71.528%  SpamPrec: 99.551%