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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151264  50.938%  (97.660% of non-spam corpus)
# Correctly spam:      63734  21.462%  (44.861% of spam corpus)
# False positives:      3625  1.221%  (2.340% of nonspam,  97311 weighted)
# False negatives:     78335  26.379%  (55.139% of spam, 266627 weighted)
# Average score for spam:  6.1    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              296958  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18982  97.38%
# Correctly spam:       7939  44.53%
# False positives:       510  2.62%
# False negatives:      9888  55.47%
# TCR(l=50): 0.503758  SpamRecall: 44.534%  SpamPrec: 93.964%

##### 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: 151053  97.52%
# Correctly spam:      45355  31.92%
# False positives:      3836  2.48%
# False negatives:     96714  68.08%
# TCR(l=50): 0.492416  SpamRecall: 31.925%  SpamPrec: 92.202%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18965  97.30%
# Correctly spam:       5663  31.77%
# False positives:       527  2.70%
# False negatives:     12164  68.23%
# TCR(l=50): 0.462871  SpamRecall: 31.766%  SpamPrec: 91.486%