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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180181  48.788%  (99.492% of non-spam corpus)
# Correctly spam:     146535  39.678%  (77.856% of spam corpus)
# False positives:       920  0.249%  (0.508% of nonspam,  67980 weighted)
# False negatives:     41678  11.285%  (22.144% of spam,  93849 weighted)
# Average score for spam:  10.5    nonspam: -1.2
# Average for false-pos:   7.1  false-neg: 2.3
# TOTAL:              369314  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22606  99.40%
# Correctly spam:      18467  78.21%
# False positives:       137  0.60%
# False negatives:      5146  21.79%
# TCR(l=50): 1.968406  SpamRecall: 78.207%  SpamPrec: 99.264%

##### 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: 180481  99.66%
# Correctly spam:      85072  45.20%
# False positives:       620  0.34%
# False negatives:    103141  54.80%
# TCR(l=50): 1.403098  SpamRecall: 45.200%  SpamPrec: 99.276%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22663  99.65%
# Correctly spam:      10776  45.64%
# False positives:        80  0.35%
# False negatives:     12837  54.36%
# TCR(l=50): 1.402447  SpamRecall: 45.636%  SpamPrec: 99.263%