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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155445  38.079%  (99.064% of non-spam corpus)
# Correctly spam:     149240  36.559%  (59.386% of spam corpus)
# False positives:      1469  0.360%  (0.936% of nonspam, 151720 weighted)
# False negatives:    102063  25.002%  (40.614% of spam, 253634 weighted)
# Average score for spam:  9.6    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              408217  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19561  99.12%
# Correctly spam:      18546  59.13%
# False positives:       174  0.88%
# False negatives:     12821  40.87%
# TCR(l=50): 1.457507  SpamRecall: 59.126%  SpamPrec: 99.071%

##### 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: 156257  99.58%
# Correctly spam:      91847  36.55%
# False positives:       657  0.42%
# False negatives:    159456  63.45%
# TCR(l=50): 1.306787  SpamRecall: 36.548%  SpamPrec: 99.290%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19661  99.63%
# Correctly spam:      11403  36.35%
# False positives:        74  0.37%
# False negatives:     19964  63.65%
# TCR(l=50): 1.325516  SpamRecall: 36.353%  SpamPrec: 99.355%