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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140247  41.110%  (97.474% of non-spam corpus)
# Correctly spam:     147972  43.374%  (75.011% of spam corpus)
# False positives:      3635  1.066%  (2.526% of nonspam, 152944 weighted)
# False negatives:     49296  14.450%  (24.989% of spam, 149258 weighted)
# Average score for spam:  6.9    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 3.0
# TOTAL:              341150  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17557  97.29%
# Correctly spam:      18621  75.53%
# False positives:       489  2.71%
# False negatives:      6033  24.47%
# TCR(l=50): 0.808779  SpamRecall: 75.529%  SpamPrec: 97.441%

##### 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: 140537  97.68%
# Correctly spam:     142115  72.04%
# False positives:      3345  2.32%
# False negatives:     55153  27.96%
# TCR(l=50): 0.886984  SpamRecall: 72.042%  SpamPrec: 97.700%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17608  97.57%
# Correctly spam:      17942  72.78%
# False positives:       438  2.43%
# False negatives:      6712  27.22%
# TCR(l=50): 0.861666  SpamRecall: 72.775%  SpamPrec: 97.617%