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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195118  29.718%  (95.597% of non-spam corpus)
# Correctly spam:     394774  60.128%  (87.252% of spam corpus)
# False positives:      8987  1.369%  (4.403% of nonspam, 619129 weighted)
# False negatives:     57677  8.785%  (12.748% of spam, 207110 weighted)
# Average score for spam:  9.9    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 3.6
# TOTAL:              656556  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24416  95.59%
# Correctly spam:      49276  87.35%
# False positives:      1126  4.41%
# False negatives:      7139  12.65%
# TCR(l=50): 0.889279  SpamRecall: 87.346%  SpamPrec: 97.766%

##### 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: 196388  96.22%
# Correctly spam:     194703  43.03%
# False positives:      7717  3.78%
# False negatives:    257748  56.97%
# TCR(l=50): 0.703002  SpamRecall: 43.033%  SpamPrec: 96.188%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24579  96.23%
# Correctly spam:      24306  43.08%
# False positives:       963  3.77%
# False negatives:     32109  56.92%
# TCR(l=50): 0.702912  SpamRecall: 43.084%  SpamPrec: 96.189%